National Training for Software Developers

4202 training programs shown

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With recent graduates All offered

Program	School	Recent Graduates
Information Technology	DeVry University-Illinois external site Lisle, Illinois	1659 graduated with Less than one year certificate 217 graduated with One but less than two years certificate 916 graduated with Associate’s degree 83 graduated with Bachelor’s degree
Information Science/Studies	University of Maryland Global Campus external site Adelphi, Maryland	173 graduated with Two but less than 4 years certificate 1995 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 11 graduated with Postbaccalaureate certificate 394 graduated with Master’s degree
Computer Science	University of Southern California external site Los Angeles, California	305 graduated with Bachelor’s degree 1185 graduated with Master’s degree 53 graduated with Doctor’s degree – research/scholarship
Computer Science	Arizona State University Campus Immersion external site Tempe, Arizona	708 graduated with Bachelor’s degree 742 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Phoenix-Arizona external site Phoenix, Arizona	0 graduated with Less than one year certificate 469 graduated with Associate’s degree 882 graduated with Bachelor’s degree 15 graduated with Postbaccalaureate certificate
Computer Science	University of Central Missouri external site Warrensburg, Missouri	70 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1170 graduated with Master’s degree
Information Technology	Western Governors University external site Salt Lake City, Utah	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 710 graduated with Bachelor’s degree 522 graduated with Master’s degree
Computer Science	University of Illinois Urbana-Champaign external site Champaign, Illinois	311 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 840 graduated with Master’s degree 41 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-San Diego external site La Jolla, California	516 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 499 graduated with Master’s degree 38 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Berkeley external site Berkeley, California	866 graduated with Bachelor’s degree 128 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree 46 graduated with Doctor’s degree – research/scholarship
Computer Science	Columbia University in the City of New York external site New York, New York	353 graduated with Bachelor’s degree 38 graduated with Bachelor’s degree (second major) 595 graduated with Master’s degree 33 graduated with Post-master’s certificate 24 graduated with Doctor’s degree – research/scholarship
Computer Science	Oregon State University external site Corvallis, Oregon	911 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 103 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Carolina at Charlotte external site Charlotte, North Carolina	641 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 383 graduated with Master’s degree
Computer Science	University of Maryland-College Park external site College Park, Maryland	859 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major) 64 graduated with Master’s degree 37 graduated with Doctor’s degree – research/scholarship
Computer Science	Stevens Institute of Technology external site Hoboken, New Jersey	156 graduated with Bachelor’s degree 39 graduated with Postbaccalaureate certificate 728 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Information Technology	Carnegie Mellon University external site Pittsburgh, Pennsylvania	3 graduated with Bachelor’s degree 60 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 847 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Western Governors University external site Salt Lake City, Utah	0 graduated with Associate’s degree 840 graduated with Bachelor’s degree
Computer Science	Cornell University external site Ithaca, New York	453 graduated with Bachelor’s degree 54 graduated with Bachelor’s degree (second major) 290 graduated with Master’s degree 26 graduated with Doctor’s degree – research/scholarship
Information Technology	University of the Cumberlands external site Williamsburg, Kentucky	758 graduated with Master’s degree 61 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	489 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 291 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Computer Science	Southern New Hampshire University external site Manchester, New Hampshire	53 graduated with Less than one year certificate 122 graduated with Associate’s degree 631 graduated with Bachelor’s degree
Computer Software Engineering	Northeastern University external site Boston, Massachusetts	767 graduated with Master’s degree
Computer Science	University of Missouri-Kansas City external site Kansas City, Missouri	86 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 648 graduated with Master’s degree
Computer Science	Stanford University external site Stanford, California	293 graduated with Bachelor’s degree 383 graduated with Master’s degree 53 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Santa Cruz external site Santa Cruz, California	653 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 57 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	604 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 98 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Computer Science	Purdue University-Main Campus external site West Lafayette, Indiana	2 graduated with Less than one year certificate 521 graduated with Bachelor’s degree 39 graduated with Bachelor’s degree (second major) 123 graduated with Master’s degree 38 graduated with Doctor’s degree – research/scholarship
Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	342 graduated with Bachelor’s degree 47 graduated with Bachelor’s degree (second major) 265 graduated with Master’s degree 68 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Illinois Urbana-Champaign external site Champaign, Illinois	107 graduated with Bachelor’s degree 601 graduated with Master’s degree 1 graduated with Post-master’s certificate 10 graduated with Doctor’s degree – research/scholarship
Computer Science	North Carolina State University at Raleigh external site Raleigh, North Carolina	287 graduated with Bachelor’s degree 5 graduated with Postbaccalaureate certificate 391 graduated with Master’s degree 26 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Irvine external site Irvine, California	454 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 205 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Maryland-College Park external site College Park, Maryland	573 graduated with Bachelor’s degree 88 graduated with Bachelor’s degree (second major) 24 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Colorado Boulder external site Boulder, Colorado	472 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major) 162 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Western Governors University external site Salt Lake City, Utah	661 graduated with Bachelor’s degree
Information Technology	Colorado State University Global external site Aurora, Colorado	92 graduated with Less than one year certificate 401 graduated with Bachelor’s degree 12 graduated with Postbaccalaureate certificate 148 graduated with Master’s degree
Computer Engineering, General	New York University external site New York, New York	50 graduated with Bachelor’s degree 581 graduated with Master’s degree
Information Technology	Broward College external site Fort Lauderdale, Florida	467 graduated with Less than one year certificate 38 graduated with Associate’s degree 125 graduated with Bachelor’s degree
Information Science/Studies	University of California-Berkeley external site Berkeley, California	599 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Wake Technical Community College external site Raleigh, North Carolina	345 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 240 graduated with Associate’s degree
Computer Science	Texas A & M University-College Station external site College Station, Texas	392 graduated with Bachelor’s degree 174 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	The University of Texas at Dallas external site Richardson, Texas	26 graduated with Postbaccalaureate certificate 551 graduated with Master’s degree
Computer Software Engineering	San Jose State University external site San Jose, California	170 graduated with Bachelor’s degree 392 graduated with Master’s degree
Computer Science	University of Washington-Seattle Campus external site Seattle, Washington	480 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 59 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Boston University external site Boston, Massachusetts	283 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 227 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Trine University-Regional/Non-Traditional Campuses external site Angola, Indiana	2 graduated with Associate’s degree 2 graduated with Bachelor’s degree 544 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Ohio State University-Main Campus external site Columbus, Ohio	455 graduated with Bachelor’s degree 74 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Illinois Chicago external site Chicago, Illinois	337 graduated with Bachelor’s degree 179 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Austin Community College District external site Austin, Texas	423 graduated with Less than one year certificate 16 graduated with One but less than two years certificate 80 graduated with Associate’s degree 12 graduated with Bachelor’s degree
Computer Science	Stony Brook University external site Stony Brook, New York	254 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 246 graduated with Master’s degree 27 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Davis external site Davis, California	390 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major) 100 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Los Angeles external site Los Angeles, California	340 graduated with Bachelor’s degree 153 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-Long Beach external site Long Beach, California	306 graduated with Bachelor’s degree 206 graduated with Master’s degree
Information Technology	University of Cincinnati-Main Campus external site Cincinnati, Ohio	14 graduated with One but less than two years certificate 90 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major) 28 graduated with Postbaccalaureate certificate 356 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	0 graduated with Less than one year certificate 489 graduated with Bachelor’s degree 0 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Dayton external site Dayton, Ohio	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 463 graduated with Master’s degree
Computer Science	University of Maryland-Baltimore County external site Baltimore, Maryland	327 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 151 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	University of California-Riverside external site Riverside, California	310 graduated with Bachelor’s degree 159 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	Georgia State University external site Atlanta, Georgia	8 graduated with Less than one year certificate 357 graduated with Bachelor’s degree 99 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	340 graduated with Bachelor’s degree 87 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	Duke University external site Durham, North Carolina	249 graduated with Bachelor’s degree 161 graduated with Bachelor’s degree (second major) 50 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-Fullerton external site Fullerton, California	369 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 102 graduated with Master’s degree
Information Technology	George Mason University external site Fairfax, Virginia	0 graduated with Less than one year certificate 406 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 48 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Data Science, General	Eastern University external site Saint Davids, Pennsylvania	1 graduated with Bachelor’s degree 468 graduated with Master’s degree
Information Science/Studies	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	172 graduated with Bachelor’s degree 279 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Information Technology	Grand Canyon University external site Phoenix, Arizona	257 graduated with Bachelor’s degree 210 graduated with Master’s degree
Information Technology	University of Washington-Seattle Campus external site Seattle, Washington	197 graduated with Bachelor’s degree 122 graduated with Bachelor’s degree (second major) 133 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	Indiana University-Bloomington external site Bloomington, Indiana	183 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 242 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	Kennesaw State University external site Kennesaw, Georgia	0 graduated with Less than one year certificate 224 graduated with Bachelor’s degree 18 graduated with Postbaccalaureate certificate 189 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Wisconsin-Madison external site Madison, Wisconsin	105 graduated with Less than one year certificate 188 graduated with Bachelor’s degree 135 graduated with Bachelor’s degree (second major)
Information Science/Studies	Rutgers University-New Brunswick external site New Brunswick, New Jersey	323 graduated with Bachelor’s degree 98 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Information Technology	Northern Virginia Community College external site Annandale, Virginia	427 graduated with Associate’s degree
Information Science/Studies	University of Maryland-Baltimore County external site Baltimore, Maryland	11 graduated with Less than one year certificate 226 graduated with Bachelor’s degree 169 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Science	Lewis University external site Romeoville, Illinois	124 graduated with Bachelor’s degree 294 graduated with Master’s degree
Information Technology	University of North Texas external site Denton, Texas	141 graduated with Bachelor’s degree 277 graduated with Master’s degree
Computer Science	University of Chicago external site Chicago, Illinois	128 graduated with Bachelor’s degree 28 graduated with Bachelor’s degree (second major) 217 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship 1 graduated with Doctor’s degree – research/scholarship (second major)
Computer Engineering, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	396 graduated with Bachelor’s degree
Computer Science	Brown University external site Providence, Rhode Island	187 graduated with Bachelor’s degree 49 graduated with Bachelor’s degree (second major) 129 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Computer Science	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	214 graduated with Bachelor’s degree 114 graduated with Master’s degree 49 graduated with Doctor’s degree – professional practice
Computer Programming/Programmer, General	Dallas College external site Dallas, Texas	313 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 56 graduated with Associate’s degree
Information Technology	Cornell University external site Ithaca, New York	151 graduated with Bachelor’s degree 33 graduated with Bachelor’s degree (second major) 175 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	The University of Texas at Arlington external site Arlington, Texas	193 graduated with Bachelor’s degree 171 graduated with Master’s degree
Computer Science	Arizona State University Digital Immersion external site Scottsdale, Arizona	0 graduated with Bachelor’s degree 362 graduated with Master’s degree
Computer Science	Carnegie Mellon University external site Pittsburgh, Pennsylvania	216 graduated with Bachelor’s degree 54 graduated with Bachelor’s degree (second major) 61 graduated with Master’s degree 23 graduated with Doctor’s degree – research/scholarship
Computer Science	Illinois Institute of Technology external site Chicago, Illinois	103 graduated with Bachelor’s degree 231 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Wichita State University external site Wichita, Kansas	70 graduated with Bachelor’s degree 275 graduated with Master’s degree
Computer Science	Maharishi International University external site Fairfield, Iowa	7 graduated with Bachelor’s degree 334 graduated with Master’s degree
Informatics	University of Southern California external site Los Angeles, California	12 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 312 graduated with Master’s degree
Computer Science	San Francisco State University external site San Francisco, California	306 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 29 graduated with Master’s degree
Computer Science	Washington University in St Louis external site Saint Louis, Missouri	159 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 142 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Information Technology	College of Lake County external site Grayslake, Illinois	247 graduated with Less than 12 weeks certificate 89 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Kennesaw State University external site Kennesaw, Georgia	146 graduated with Bachelor’s degree 54 graduated with Postbaccalaureate certificate 135 graduated with Master’s degree
Computer Science	San Jose State University external site San Jose, California	244 graduated with Bachelor’s degree 89 graduated with Master’s degree
Computer Engineering, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	233 graduated with Bachelor’s degree 81 graduated with Master’s degree 15 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Syracuse University external site Syracuse, New York	147 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 6 graduated with Postbaccalaureate certificate 148 graduated with Master’s degree 0 graduated with Post-master’s certificate 8 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Cleveland State University external site Cleveland, Ohio	24 graduated with Bachelor’s degree 300 graduated with Master’s degree
Computer Science	California State University-Northridge external site Northridge, California	256 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 64 graduated with Master’s degree
Computer Science	Northern Virginia Community College external site Annandale, Virginia	322 graduated with Associate’s degree
Information Technology	Northern Arizona University external site Flagstaff, Arizona	18 graduated with Bachelor’s degree 303 graduated with Master’s degree
Computer Science	Northwest Missouri State University external site Maryville, Missouri	320 graduated with Master’s degree
Computer Engineering, General	North Carolina State University at Raleigh external site Raleigh, North Carolina	27 graduated with Less than one year certificate 111 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 176 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Purdue University-Main Campus external site West Lafayette, Indiana	319 graduated with Bachelor’s degree
Computer Science	Northwestern University external site Evanston, Illinois	127 graduated with Bachelor’s degree 181 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Informatics	Indiana University-Bloomington external site Bloomington, Indiana	290 graduated with Bachelor’s degree 10 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship 2 graduated with Doctor’s degree – research/scholarship (second major)
Computer Engineering, General	Santa Clara University external site Santa Clara, California	74 graduated with Bachelor’s degree 240 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship 0 graduated with Doctor’s degree – professional practice
Computer Programming/Programmer, General	Diablo Valley College external site Pleasant Hill, California	157 graduated with Less than one year certificate 159 graduated with Associate’s degree
Computer Science	Worcester Polytechnic Institute external site Worcester, Massachusetts	197 graduated with Bachelor’s degree 25 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 86 graduated with Master’s degree 0 graduated with Post-master’s certificate 7 graduated with Doctor’s degree – research/scholarship
Information Technology	Purdue University-Main Campus external site West Lafayette, Indiana	126 graduated with Less than one year certificate 121 graduated with Bachelor’s degree 27 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree
Computer Science	University of Georgia external site Athens, Georgia	241 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 46 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Science	CUNY Queens College external site Queens, New York	289 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	Rensselaer Polytechnic Institute external site Troy, New York	250 graduated with Bachelor’s degree 38 graduated with Master’s degree 17 graduated with Doctor’s degree – research/scholarship
Computer Science	Drexel University external site Philadelphia, Pennsylvania	209 graduated with Bachelor’s degree 43 graduated with Postbaccalaureate certificate 48 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Informatics	University of Washington-Seattle Campus external site Seattle, Washington	295 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Computer Science	CUNY Hunter College external site New York, New York	283 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Computer Science	California State Polytechnic University-Pomona external site Pomona, California	264 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 35 graduated with Master’s degree
Information Technology	The University of Texas at Dallas external site Richardson, Texas	294 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	California State University-East Bay external site Hayward, California	175 graduated with Bachelor’s degree 124 graduated with Master’s degree
Computer Science	Colorado School of Mines external site Golden, Colorado	222 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 68 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Iowa State University external site Ames, Iowa	158 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 118 graduated with Master’s degree 5 graduated with Master’s degree (second major) 2 graduated with Post-master’s certificate
Information Technology	University of Central Florida external site Orlando, Florida	299 graduated with Bachelor’s degree
Mathematics and Computer Science	University of California-San Diego external site La Jolla, California	288 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Computer Science	Texas State University external site San Marcos, Texas	223 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 67 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Utah external site Salt Lake City, Utah	122 graduated with Bachelor’s degree 173 graduated with Master’s degree
Computer Science	Tufts University external site Medford, Massachusetts	177 graduated with Bachelor’s degree 34 graduated with Bachelor’s degree (second major) 9 graduated with Postbaccalaureate certificate 67 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Binghamton University external site Vestal, New York	117 graduated with Bachelor’s degree 168 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-Sacramento external site Sacramento, California	266 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Information Science/Studies	CUNY Bernard M Baruch College external site New York, New York	290 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	University of Massachusetts-Lowell external site Lowell, Massachusetts	214 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 64 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Princeton University external site Princeton, New Jersey	201 graduated with Bachelor’s degree 54 graduated with Master’s degree 30 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Utah external site Salt Lake City, Utah	226 graduated with Bachelor’s degree 49 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of North Texas external site Denton, Texas	53 graduated with Bachelor’s degree 54 graduated with Postbaccalaureate certificate 158 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Science	Vanderbilt University external site Nashville, Tennessee	153 graduated with Bachelor’s degree 45 graduated with Bachelor’s degree (second major) 72 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	Weber State University external site Ogden, Utah	139 graduated with Associate’s degree 130 graduated with Bachelor’s degree 12 graduated with Master’s degree
Information Science/Studies	University of Washington-Seattle Campus external site Seattle, Washington	272 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Computer Science	Rochester Institute of Technology external site Rochester, New York	195 graduated with Bachelor’s degree 82 graduated with Master’s degree
Computer Science	University of Pennsylvania external site Philadelphia, Pennsylvania	83 graduated with Bachelor’s degree 194 graduated with Master’s degree
Information Technology	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	30 graduated with Associate’s degree 203 graduated with Bachelor’s degree 43 graduated with Master’s degree
Cloud Computing	Western Governors University external site Salt Lake City, Utah	275 graduated with Bachelor’s degree
Computer Engineering, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	104 graduated with Bachelor’s degree 132 graduated with Master’s degree 37 graduated with Doctor’s degree – research/scholarship
Information Technology	Brigham Young University-Idaho external site Rexburg, Idaho	147 graduated with Associate’s degree 125 graduated with Bachelor’s degree
Information Technology	American InterContinental University System external site Chandler, Arizona	154 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 117 graduated with Master’s degree
Computer Science	San Diego State University external site San Diego, California	205 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 64 graduated with Master’s degree
Computer Science	Missouri State University-Springfield external site Springfield, Missouri	20 graduated with Less than one year certificate 54 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 80 graduated with Postbaccalaureate certificate 111 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Computer Engineering, General	Texas A & M University-College Station external site College Station, Texas	163 graduated with Bachelor’s degree 91 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	CUNY New York City College of Technology external site Brooklyn, New York	265 graduated with Bachelor’s degree
Information Technology	Florida State University external site Tallahassee, Florida	171 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 90 graduated with Master’s degree
Computer Engineering, General	University of California-San Diego external site La Jolla, California	171 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 86 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Valencia College external site Orlando, Florida	201 graduated with Less than one year certificate 60 graduated with Associate’s degree
Information Technology	Guilford Technical Community College external site Jamestown, North Carolina	183 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 77 graduated with Associate’s degree
Computer Engineering, General	University of California-Irvine external site Irvine, California	185 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 58 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Memphis external site Memphis, Tennessee	0 graduated with Postbaccalaureate certificate 258 graduated with Master’s degree
Information Science/Studies	Boston University external site Boston, Massachusetts	257 graduated with Master’s degree
Information Science/Studies	University at Buffalo external site Buffalo, New York	0 graduated with Bachelor’s degree 256 graduated with Master’s degree
Information Science/Studies	Ivy Tech Community College external site Indianapolis, Indiana	24 graduated with Less than one year certificate 99 graduated with One but less than two years certificate 132 graduated with Associate’s degree
Computer Science	University at Buffalo external site Buffalo, New York	0 graduated with One but less than two years certificate 250 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	University of Washington-Bothell Campus external site Bothell, Washington	197 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 52 graduated with Master’s degree
Information Technology	Purdue University Global external site West Lafayette, Indiana	240 graduated with Bachelor’s degree 14 graduated with Postbaccalaureate certificate
Computer Science	Portland State University external site Portland, Oregon	160 graduated with Bachelor’s degree 87 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Arizona external site Tucson, Arizona	215 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Orange Coast College external site Costa Mesa, California	124 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 126 graduated with Associate’s degree
Information Technology	Towson University external site Towson, Maryland	179 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 7 graduated with Postbaccalaureate certificate 49 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Data Science, General	Columbia University in the City of New York external site New York, New York	6 graduated with Bachelor’s degree 240 graduated with Master’s degree
Information Technology	Stevens Institute of Technology external site Hoboken, New Jersey	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 245 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	Harvard University external site Cambridge, Massachusetts	165 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major) 43 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Carnegie Mellon University external site Pittsburgh, Pennsylvania	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 178 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Information Technology	Central Michigan University external site Mount Pleasant, Michigan	20 graduated with Bachelor’s degree 218 graduated with Master’s degree
Computer Science	University of California-Santa Barbara external site Santa Barbara, California	160 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 53 graduated with Master’s degree 22 graduated with Doctor’s degree – research/scholarship
Information Technology	New Jersey Institute of Technology external site Newark, New Jersey	212 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Data Science, General	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	104 graduated with Bachelor’s degree 40 graduated with Bachelor’s degree (second major) 51 graduated with Master’s degree 40 graduated with Post-master’s certificate
Information Technology	Valencia College external site Orlando, Florida	103 graduated with Less than one year certificate 59 graduated with Associate’s degree 73 graduated with Bachelor’s degree
Computer Science	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	201 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 32 graduated with Master’s degree
Computer Programming/Programmer, General	DePaul University external site Chicago, Illinois	125 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 106 graduated with Master’s degree
Informatics	Syracuse University external site Syracuse, New York	233 graduated with Master’s degree
Computer Science	Washington State University external site Pullman, Washington	0 graduated with Less than one year certificate 193 graduated with Bachelor’s degree 32 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Seattle University external site Seattle, Washington	84 graduated with Bachelor’s degree 64 graduated with Postbaccalaureate certificate 82 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	195 graduated with Bachelor’s degree 28 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Florida International University external site Miami, Florida	204 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 21 graduated with Master’s degree
Computer Science	Cleveland State University external site Cleveland, Ohio	68 graduated with Bachelor’s degree 155 graduated with Master’s degree
Computer Science	California State University-Los Angeles external site Los Angeles, California	170 graduated with Bachelor’s degree 51 graduated with Master’s degree
Information Science/Studies	Texas A & M University-College Station external site College Station, Texas	47 graduated with Postbaccalaureate certificate 174 graduated with Master’s degree
Computer Engineering, General	University of California-Merced external site Merced, California	215 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Towson University external site Towson, Maryland	175 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 41 graduated with Master’s degree
Information Science/Studies	Eastern Gateway Community College external site Steubenville, Ohio	0 graduated with One but less than two years certificate 216 graduated with Associate’s degree
Information Technology	DeVry University-California external site Ontario, California	75 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 123 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Computer Science	Brigham Young University external site Provo, Utah	183 graduated with Bachelor’s degree 23 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Carnegie Mellon University external site Pittsburgh, Pennsylvania	0 graduated with Postbaccalaureate certificate 205 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	American Public University System external site Charles Town, West Virginia	209 graduated with Bachelor’s degree
Computer Science	California State University-Monterey Bay external site Seaside, California	207 graduated with Bachelor’s degree
Information Technology	University of California-San Diego external site La Jolla, California	200 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Arizona State University Campus Immersion external site Tempe, Arizona	53 graduated with Bachelor’s degree 139 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Arizona State University Campus Immersion external site Tempe, Arizona	38 graduated with Bachelor’s degree 168 graduated with Master’s degree
Computer Programming/Programmer, General	Brigham Young University-Idaho external site Rexburg, Idaho	11 graduated with Associate’s degree 194 graduated with Bachelor’s degree
Information Technology	Rowan-Cabarrus Community College external site Salisbury, North Carolina	150 graduated with Less than one year certificate 5 graduated with One but less than two years certificate 48 graduated with Associate’s degree
Computer Science	University of Illinois Springfield external site Springfield, Illinois	87 graduated with Bachelor’s degree 115 graduated with Master’s degree
Information Technology	University of Central Missouri external site Warrensburg, Missouri	202 graduated with Master’s degree
Computer Science	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	190 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Auburn University at Montgomery external site Montgomery, Alabama	38 graduated with Bachelor’s degree 157 graduated with Master’s degree
Information Science/Studies	The University of Texas at Austin external site Austin, Texas	192 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Miami University-Oxford external site Oxford, Ohio	178 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	Lamar University external site Beaumont, Texas	192 graduated with Master’s degree
Information Technology	CUNY Bernard M Baruch College external site New York, New York	189 graduated with Master’s degree
Information Technology	University of North Carolina at Charlotte external site Charlotte, North Carolina	94 graduated with Bachelor’s degree 23 graduated with Bachelor’s degree (second major) 9 graduated with Postbaccalaureate certificate 62 graduated with Master’s degree
Information Technology	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	171 graduated with Associate’s degree 16 graduated with Bachelor’s degree
Computer Engineering, General	Duke University external site Durham, North Carolina	101 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major) 76 graduated with Master’s degree
Computer Engineering, General	San Jose State University external site San Jose, California	81 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 104 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	Case Western Reserve University external site Cleveland, Ohio	136 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Rochester external site Rochester, New York	138 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Nevada-Las Vegas external site Las Vegas, Nevada	166 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 8 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Liberty University external site Lynchburg, Virginia	168 graduated with Bachelor’s degree 14 graduated with Master’s degree
Computer Programming, Vendor/Product Certification	Ivy Tech Community College external site Indianapolis, Indiana	181 graduated with Less than one year certificate
Computer Science	George Washington University external site Washington, District of Columbia	54 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 121 graduated with Master’s degree 0 graduated with Post-master’s certificate 5 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Virginia Commonwealth University external site Richmond, Virginia	167 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Information Technology	New York University external site New York, New York	90 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 90 graduated with Master’s degree
Computer Science	Lehigh University external site Bethlehem, Pennsylvania	143 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	Rochester Institute of Technology external site Rochester, New York	154 graduated with Bachelor’s degree 26 graduated with Master’s degree
Computer Engineering, General	University of Central Florida external site Orlando, Florida	158 graduated with Bachelor’s degree 16 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	The University of Texas at Arlington external site Arlington, Texas	8 graduated with Less than one year certificate 170 graduated with Bachelor’s degree
Information Technology	Forsyth Technical Community College external site Winston-Salem, North Carolina	121 graduated with Less than one year certificate 57 graduated with Associate’s degree
Computer Science	University of Houston-Clear Lake external site Houston, Texas	59 graduated with Bachelor’s degree 117 graduated with Master’s degree
Information Science/Studies	University of Massachusetts-Lowell external site Lowell, Massachusetts	16 graduated with Less than one year certificate 14 graduated with Associate’s degree 144 graduated with Bachelor’s degree
Information Technology	Ivy Tech Community College external site Indianapolis, Indiana	5 graduated with Less than one year certificate 101 graduated with One but less than two years certificate 68 graduated with Associate’s degree
Computer Science	University of Nevada-Reno external site Reno, Nevada	133 graduated with Bachelor’s degree 28 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Data Science, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	173 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Amarillo College external site Amarillo, Texas	96 graduated with Less than one year certificate 49 graduated with One but less than two years certificate 27 graduated with Associate’s degree
Computer Science	California State University-San Marcos external site San Marcos, California	151 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 20 graduated with Master’s degree
Computer Science	University of New Haven external site West Haven, Connecticut	16 graduated with Bachelor’s degree 155 graduated with Master’s degree
Computer Science	Northern Illinois University external site Dekalb, Illinois	108 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 60 graduated with Master’s degree
Computer Science	Governors State University external site University Park, Illinois	25 graduated with Bachelor’s degree 144 graduated with Master’s degree
Computer Science	Pace University external site New York, New York	63 graduated with Bachelor’s degree 104 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	68 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 97 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Pennsylvania State University-World Campus external site University Park, Pennsylvania	0 graduated with Associate’s degree 92 graduated with Bachelor’s degree 44 graduated with Postbaccalaureate certificate 31 graduated with Master’s degree
Computer Science	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	147 graduated with Bachelor’s degree 10 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Kennesaw State University external site Kennesaw, Georgia	76 graduated with Bachelor’s degree 22 graduated with Postbaccalaureate certificate 64 graduated with Master’s degree
Information Science/Studies	New Jersey Institute of Technology external site Newark, New Jersey	46 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 109 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Missouri-Columbia external site Columbia, Missouri	72 graduated with Less than one year certificate 88 graduated with Bachelor’s degree
Computer Science	Kent State University at Kent external site Kent, Ohio	79 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 76 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Iowa State University external site Ames, Iowa	158 graduated with Bachelor’s degree
Data Science, General	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	158 graduated with Bachelor’s degree
Computer Engineering, General	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	157 graduated with Bachelor’s degree
Computer Engineering, General	The University of Texas at Dallas external site Richardson, Texas	97 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 55 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Dartmouth College external site Hanover, New Hampshire	124 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Data Science, General	University of Virginia-Main Campus external site Charlottesville, Virginia	157 graduated with Master’s degree
Information Science/Studies	University of South Florida external site Tampa, Florida	106 graduated with Bachelor’s degree 51 graduated with Master’s degree
Computer Science	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	87 graduated with Bachelor’s degree 69 graduated with Master’s degree
Computer Engineering, General	Florida International University external site Miami, Florida	119 graduated with Bachelor’s degree 36 graduated with Master’s degree
Computer Science	University of Nebraska-Lincoln external site Lincoln, Nebraska	119 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 21 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship 1 graduated with Doctor’s degree – research/scholarship (second major)
Information Technology	California State University-San Bernardino external site San Bernardino, California	129 graduated with Bachelor’s degree 25 graduated with Master’s degree
Computer Science	CUNY Borough of Manhattan Community College external site New York, New York	152 graduated with Associate’s degree
Computer Software Engineering	The University of Texas at Dallas external site Richardson, Texas	116 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 33 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Data Science, General	New Jersey Institute of Technology external site Newark, New Jersey	0 graduated with Postbaccalaureate certificate 152 graduated with Master’s degree
Information Science/Studies	Northwestern University external site Evanston, Illinois	63 graduated with Bachelor’s degree 25 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 63 graduated with Master’s degree 1 graduated with Post-master’s certificate
Computer Science	Iowa State University external site Ames, Iowa	105 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 29 graduated with Master’s degree 16 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Bridgeport external site Bridgeport, Connecticut	8 graduated with Bachelor’s degree 143 graduated with Master’s degree
Computer Engineering, General	Northeastern University external site Boston, Massachusetts	130 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 18 graduated with Doctor’s degree – research/scholarship
Computer Science	Bradley University external site Peoria, Illinois	42 graduated with Bachelor’s degree 71 graduated with Master’s degree 37 graduated with Master’s degree (second major)
Computer Science	Northern Arizona University external site Flagstaff, Arizona	70 graduated with Bachelor’s degree 79 graduated with Master’s degree
Computer Science	Tennessee Technological University external site Cookeville, Tennessee	129 graduated with Bachelor’s degree 20 graduated with Master’s degree
Information Science/Studies	James Madison University external site Harrisonburg, Virginia	143 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Programming, Specific Applications	Columbus State Community College external site Columbus, Ohio	52 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 90 graduated with Associate’s degree
Informatics	Indiana University-Indianapolis external site Indianapolis, Indiana	8 graduated with Less than one year certificate 87 graduated with Bachelor’s degree 45 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	71 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 74 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	University at Albany external site Albany, New York	112 graduated with Bachelor’s degree 28 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Pace University external site New York, New York	8 graduated with Bachelor’s degree 139 graduated with Master’s degree
Computer Game Programming	University of Utah external site Salt Lake City, Utah	146 graduated with Bachelor’s degree
Computer Science	The University of Texas Rio Grande Valley external site Edinburg, Texas	126 graduated with Bachelor’s degree 20 graduated with Master’s degree
Information Technology	University of Denver external site Denver, Colorado	0 graduated with Bachelor’s degree 46 graduated with Postbaccalaureate certificate 100 graduated with Master’s degree
Information Technology	University of Washington-Tacoma Campus external site Tacoma, Washington	97 graduated with Bachelor’s degree 49 graduated with Master’s degree
Computer Science	Boston College external site Chestnut Hill, Massachusetts	136 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Computer Science	Indiana University-Indianapolis external site Indianapolis, Indiana	101 graduated with Bachelor’s degree 38 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Arkansas Tech University external site Russellville, Arkansas	19 graduated with Less than one year certificate 12 graduated with One but less than two years certificate 64 graduated with Associate’s degree 17 graduated with Bachelor’s degree 11 graduated with Postbaccalaureate certificate 21 graduated with Master’s degree
Information Technology	Fayetteville Technical Community College external site Fayetteville, North Carolina	86 graduated with Less than one year certificate 58 graduated with Associate’s degree
Information Technology	University of Maryland-College Park external site College Park, Maryland	144 graduated with Master’s degree
Information Technology	Auburn University at Montgomery external site Montgomery, Alabama	27 graduated with Bachelor’s degree 116 graduated with Master’s degree
Information Technology	Johnston Community College external site Smithfield, North Carolina	102 graduated with Less than one year certificate 20 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Computer Science	Southern Methodist University external site Dallas, Texas	95 graduated with Bachelor’s degree 44 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Connecticut external site Storrs, Connecticut	142 graduated with Bachelor’s degree
Information Science/Studies	Lamar University external site Beaumont, Texas	142 graduated with Master’s degree
Information Technology	Central Piedmont Community College external site Charlotte, North Carolina	86 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 56 graduated with Associate’s degree
Computer Programming/Programmer, General	Weber State University external site Ogden, Utah	141 graduated with Less than one year certificate
Information Science/Studies	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	123 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	Indian River State College external site Fort Pierce, Florida	43 graduated with Less than one year certificate 42 graduated with Associate’s degree 56 graduated with Bachelor’s degree
Computer Software Engineering	Arizona State University Digital Immersion external site Scottsdale, Arizona	140 graduated with Bachelor’s degree
Computer Software Engineering	Full Sail University external site Winter Park, Florida	41 graduated with Less than one year certificate 23 graduated with Associate’s degree 76 graduated with Bachelor’s degree
Computer Programming/Programmer, General	San Jacinto Community College external site Pasadena, Texas	139 graduated with Associate’s degree
Computer Science	The University of Tennessee-Knoxville external site Knoxville, Tennessee	113 graduated with Bachelor’s degree 22 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Technology	Miami Dade College external site Miami, Florida	42 graduated with Less than one year certificate 37 graduated with Associate’s degree 59 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Chattahoochee Technical College external site Marietta, Georgia	68 graduated with Less than one year certificate 47 graduated with Associate’s degree 22 graduated with Two but less than 4 years certificate
Information Technology	Davidson-Davie Community College external site Thomasville, North Carolina	112 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Computer Science	Brandeis University external site Waltham, Massachusetts	66 graduated with Bachelor’s degree 26 graduated with Bachelor’s degree (second major) 42 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Technology	California State University-Los Angeles external site Los Angeles, California	86 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 48 graduated with Master’s degree
Computer Programming, Specific Applications	College of DuPage external site Glen Ellyn, Illinois	81 graduated with Less than one year certificate 54 graduated with Associate’s degree
Computer Software Engineering	Rochester Institute of Technology external site Rochester, New York	112 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Computer Engineering, General	University of Cincinnati-Main Campus external site Cincinnati, Ohio	65 graduated with Bachelor’s degree 55 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Wisconsin-Madison external site Madison, Wisconsin	95 graduated with Bachelor’s degree 38 graduated with Bachelor’s degree (second major)
Computer Science	Campbellsville University external site Campbellsville, Kentucky	5 graduated with Bachelor’s degree 128 graduated with Master’s degree
Computer Science	University of Oklahoma-Norman Campus external site Norman, Oklahoma	88 graduated with Bachelor’s degree 36 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Information Technology	Valparaiso University external site Valparaiso, Indiana	1 graduated with Postbaccalaureate certificate 132 graduated with Master’s degree
Computer Programming, Specific Applications	Des Moines Area Community College external site Ankeny, Iowa	70 graduated with Less than one year certificate 62 graduated with Associate’s degree
Computer Science	Boise State University external site Boise, Idaho	1 graduated with Less than one year certificate 105 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Informatics	University at Albany external site Albany, New York	128 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Programming, Specific Applications	Lansing Community College external site Lansing, Michigan	113 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Computer Engineering, General	University of Louisville external site Louisville, Kentucky	72 graduated with Bachelor’s degree 51 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Farmingdale State College external site Farmingdale, New York	129 graduated with Bachelor’s degree
Informatics	New York University external site New York, New York	1 graduated with Postbaccalaureate certificate 128 graduated with Master’s degree
Information Technology	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	93 graduated with Bachelor’s degree 36 graduated with Master’s degree
Computer Science	De Anza College external site Cupertino, California	127 graduated with Associate’s degree
Computer Engineering, General	Stevens Institute of Technology external site Hoboken, New Jersey	71 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 50 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Arkansas Tech University external site Russellville, Arkansas	126 graduated with Less than one year certificate
Computer Science	Emory University external site Atlanta, Georgia	68 graduated with Bachelor’s degree 21 graduated with Bachelor’s degree (second major) 23 graduated with Master’s degree 14 graduated with Doctor’s degree – research/scholarship
Computer Science	Full Sail University external site Winter Park, Florida	22 graduated with Associate’s degree 104 graduated with Bachelor’s degree
Information Technology	Illinois Institute of Technology external site Chicago, Illinois	40 graduated with Bachelor’s degree 86 graduated with Master’s degree
Information Technology	Oklahoma State University Institute of Technology external site Okmulgee, Oklahoma	74 graduated with Associate’s degree 52 graduated with Bachelor’s degree
Computer Software Engineering	Southern New Hampshire University external site Manchester, New Hampshire	17 graduated with Less than one year certificate 108 graduated with One but less than two years certificate
Computer Engineering, General	Iowa State University external site Ames, Iowa	85 graduated with Bachelor’s degree 27 graduated with Master’s degree 3 graduated with Master’s degree (second major) 0 graduated with Post-master’s certificate 9 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	San Diego State University external site San Diego, California	122 graduated with Bachelor’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	California State University-San Bernardino external site San Bernardino, California	107 graduated with Bachelor’s degree 17 graduated with Master’s degree
Information Science/Studies	Kennesaw State University external site Kennesaw, Georgia	83 graduated with Bachelor’s degree 41 graduated with Master’s degree
Computer Science	Utah Valley University external site Orem, Utah	27 graduated with Associate’s degree 87 graduated with Bachelor’s degree 9 graduated with Master’s degree
Information Technology	Georgia Gwinnett College external site Lawrenceville, Georgia	123 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Rowan University external site Glassboro, New Jersey	5 graduated with Less than one year certificate 117 graduated with Bachelor’s degree
Information Science/Studies	University of Illinois Chicago external site Chicago, Illinois	107 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major)
Computer Programming, Specific Applications	Portland Community College external site Portland, Oregon	23 graduated with Less than 12 weeks certificate 30 graduated with Less than one year certificate 17 graduated with One but less than two years certificate 50 graduated with Associate’s degree
Computer Science	University of Massachusetts-Boston external site Boston, Massachusetts	75 graduated with Bachelor’s degree 39 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Nebraska at Omaha external site Omaha, Nebraska	102 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Computer Science	Northeastern Illinois University external site Chicago, Illinois	103 graduated with Bachelor’s degree 16 graduated with Master’s degree
Information Science/Studies	Florida State University external site Tallahassee, Florida	113 graduated with Master’s degree 0 graduated with Post-master’s certificate 6 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	California State Polytechnic University-Pomona external site Pomona, California	114 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of Southern California external site Los Angeles, California	34 graduated with Bachelor’s degree 79 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Santa Fe College external site Gainesville, Florida	60 graduated with Less than one year certificate 31 graduated with Associate’s degree 25 graduated with Bachelor’s degree
Information Technology	Strayer University-Virginia external site Arlington, Virginia	116 graduated with Bachelor’s degree
Computer Science	Metropolitan State University external site Saint Paul, Minnesota	105 graduated with Bachelor’s degree 10 graduated with Master’s degree
Computer Science	Montana State University external site Bozeman, Montana	102 graduated with Bachelor’s degree 8 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	University of California-Irvine external site Irvine, California	52 graduated with Bachelor’s degree 53 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	Texas Tech University external site Lubbock, Texas	1 graduated with Less than one year certificate 113 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Programming/Programmer, General	University of Phoenix-Arizona external site Phoenix, Arizona	110 graduated with Less than one year certificate 1 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Utah Valley University external site Orem, Utah	101 graduated with One but less than two years certificate 12 graduated with Bachelor’s degree
Computer Science	Southern Illinois University-Edwardsville external site Edwardsville, Illinois	82 graduated with Bachelor’s degree 30 graduated with Master’s degree
Data Science, General	Worcester Polytechnic Institute external site Worcester, Massachusetts	25 graduated with Bachelor’s degree 22 graduated with Bachelor’s degree (second major) 3 graduated with Postbaccalaureate certificate 52 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Information Technology	Durham Technical Community College external site Durham, North Carolina	69 graduated with Less than one year certificate 18 graduated with One but less than two years certificate 25 graduated with Associate’s degree
Information Technology	Florida State College at Jacksonville external site Jacksonville, Florida	72 graduated with Less than one year certificate 40 graduated with Associate’s degree
Computer Science	Florida Polytechnic University external site Lakeland, Florida	0 graduated with Associate’s degree 111 graduated with Bachelor’s degree
Information Technology	Missouri State University-Springfield external site Springfield, Missouri	3 graduated with Less than one year certificate 85 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Information Technology	University of Massachusetts-Boston external site Boston, Massachusetts	88 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Computer Engineering, General	Boston University external site Boston, Massachusetts	91 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Stony Brook University external site Stony Brook, New York	60 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 45 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	Appalachian State University external site Boone, North Carolina	14 graduated with Less than one year certificate 85 graduated with Bachelor’s degree 11 graduated with Master’s degree
Computer Science	University of Iowa external site Iowa City, Iowa	102 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Data Science, General	Southern Methodist University external site Dallas, Texas	0 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 91 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Eastern Florida State College external site Melbourne, Florida	110 graduated with Bachelor’s degree
Information Technology	Seminole State College of Florida external site Sanford, Florida	18 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 92 graduated with Bachelor’s degree
Information Technology	University of South Florida external site Tampa, Florida	102 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Engineering, General	University of California-Santa Cruz external site Santa Cruz, California	96 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree 10 graduated with Doctor’s degree – research/scholarship
Computer Science	Purdue University Fort Wayne external site Fort Wayne, Indiana	42 graduated with Bachelor’s degree 67 graduated with Master’s degree
Computer Science	SUNY Polytechnic Institute external site Utica, New York	54 graduated with Bachelor’s degree 55 graduated with Master’s degree
Computer Science	University of North Carolina at Greensboro external site Greensboro, North Carolina	75 graduated with Bachelor’s degree 34 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	Bellevue University external site Bellevue, Nebraska	8 graduated with Bachelor’s degree 101 graduated with Master’s degree
Information Technology	Rutgers University-Newark external site Newark, New Jersey	109 graduated with Master’s degree
Computer Science	North Dakota State University-Main Campus external site Fargo, North Dakota	0 graduated with Less than one year certificate 80 graduated with Bachelor’s degree 28 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Arizona external site Tucson, Arizona	108 graduated with Master’s degree
Information Technology	University of St Thomas external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree 52 graduated with Postbaccalaureate certificate 50 graduated with Master’s degree 5 graduated with Master’s degree (second major) 1 graduated with Post-master’s certificate
Information Technology	Volunteer State Community College external site Gallatin, Tennessee	49 graduated with Less than one year certificate 59 graduated with Associate’s degree
Computer Engineering, General	University of Connecticut external site Storrs, Connecticut	74 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 18 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Science	CUNY City College external site New York, New York	105 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Computer Science	University of San Francisco external site San Francisco, California	69 graduated with Bachelor’s degree 38 graduated with Master’s degree
Computer Science	Wilmington University external site New Castle, Delaware	107 graduated with Bachelor’s degree
Information Technology	Craven Community College external site New Bern, North Carolina	77 graduated with Less than one year certificate 13 graduated with One but less than two years certificate 17 graduated with Associate’s degree
Computer Science	Houston Community College external site Houston, Texas	106 graduated with Associate’s degree
Computer Science	Wentworth Institute of Technology external site Boston, Massachusetts	101 graduated with Bachelor’s degree 5 graduated with Master’s degree
Information Technology	Northern Illinois University external site Dekalb, Illinois	105 graduated with Master’s degree
Computer Engineering, General	University of Florida external site Gainesville, Florida	90 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Central Michigan University external site Mount Pleasant, Michigan	57 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree
Computer Science	CUNY Lehman College external site Bronx, New York	100 graduated with Bachelor’s degree 4 graduated with Master’s degree
Information Technology	Minnesota State University-Mankato external site Mankato, Minnesota	81 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 22 graduated with Master’s degree
Computer Science	University of Arkansas external site Fayetteville, Arkansas	93 graduated with Bachelor’s degree 10 graduated with Master’s degree
Information Science/Studies	Drexel University external site Philadelphia, Pennsylvania	34 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 63 graduated with Master’s degree 1 graduated with Master’s degree (second major) 0 graduated with Post-master’s certificate 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Marymount University external site Arlington, Virginia	65 graduated with Bachelor’s degree 13 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree
Information Technology	SOWELA Technical Community College external site Lake Charles, Louisiana	36 graduated with Less than 12 weeks certificate 26 graduated with Less than one year certificate 21 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Mathematics and Computer Science	Santa Clara University external site Santa Clara, California	102 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	DigiPen Institute of Technology external site Redmond, Washington	91 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Engineering, General	Rochester Institute of Technology external site Rochester, New York	73 graduated with Bachelor’s degree 29 graduated with Master’s degree
Computer Engineering, General	University of California-Davis external site Davis, California	101 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Fitchburg State University external site Fitchburg, Massachusetts	13 graduated with Bachelor’s degree 89 graduated with Master’s degree
Informatics	University of California-Irvine external site Irvine, California	87 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Maryland-College Park external site College Park, Maryland	101 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Illinois external site Lisle, Illinois	48 graduated with One but less than two years certificate 53 graduated with Bachelor’s degree
Computer Science	California State University-Dominguez Hills external site Carson, California	83 graduated with Bachelor’s degree 17 graduated with Master’s degree
Computer Science	Southern University and A & M College external site Baton Rouge, Louisiana	18 graduated with Bachelor’s degree 82 graduated with Master’s degree
Computer Science	University of Hawaii at Manoa external site Honolulu, Hawaii	85 graduated with Bachelor’s degree 14 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	Academy of Art University external site San Francisco, California	7 graduated with Associate’s degree 51 graduated with Bachelor’s degree 42 graduated with Master’s degree
Information Science/Studies	Pratt Institute-Main external site Brooklyn, New York	24 graduated with Postbaccalaureate certificate 75 graduated with Master’s degree
Artificial Intelligence	University of Pennsylvania external site Philadelphia, Pennsylvania	98 graduated with Master’s degree
Computer Science	University of Colorado Colorado Springs external site Colorado Springs, Colorado	91 graduated with Bachelor’s degree 7 graduated with Master’s degree
Information Technology	Clark University external site Worcester, Massachusetts	98 graduated with Master’s degree
Computer Engineering, General	Drexel University external site Philadelphia, Pennsylvania	79 graduated with Bachelor’s degree 18 graduated with Master’s degree
Computer Science	West Virginia University external site Morgantown, West Virginia	72 graduated with Bachelor’s degree 17 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Colorado Denver/Anschutz Medical Campus external site Denver, Colorado	97 graduated with Master’s degree
Information Technology	Strayer University-Global Region external site Washington, District of Columbia	97 graduated with Bachelor’s degree
Computer Science	University of North Carolina Wilmington external site Wilmington, North Carolina	95 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	University of Denver external site Denver, Colorado	0 graduated with Postbaccalaureate certificate 96 graduated with Master’s degree
Computer Science	College of Staten Island CUNY external site Staten Island, New York	78 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree
Computer Science	William & Mary external site Williamsburg, Virginia	84 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Computer Science	Brigham Young University-Idaho external site Rexburg, Idaho	94 graduated with Bachelor’s degree
Computer Science	East Carolina University external site Greenville, North Carolina	74 graduated with Bachelor’s degree 20 graduated with Master’s degree
Computer Science	Rivier University external site Nashua, New Hampshire	94 graduated with Master’s degree
Computer Software Engineering	The University of Texas at Arlington external site Arlington, Texas	47 graduated with Bachelor’s degree 47 graduated with Master’s degree
Information Technology	Capella University external site Minneapolis, Minnesota	81 graduated with Bachelor’s degree 6 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Information Technology	Middle Georgia State University external site Macon, Georgia	1 graduated with Less than one year certificate 65 graduated with Master’s degree 28 graduated with Doctor’s degree – research/scholarship
Information Technology	Washington University of Science and Technology external site Vienna, Virginia	8 graduated with Bachelor’s degree 86 graduated with Master’s degree
Computer Engineering, General	Oklahoma Christian University external site Edmond, Oklahoma	8 graduated with Bachelor’s degree 85 graduated with Master’s degree
Computer Science	University of Vermont external site Burlington, Vermont	84 graduated with Bachelor’s degree 8 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Informatics	Ivy Tech Community College external site Indianapolis, Indiana	12 graduated with Less than one year certificate 18 graduated with One but less than two years certificate 63 graduated with Associate’s degree
Information Science/Studies	Georgia Southern University external site Statesboro, Georgia	93 graduated with Bachelor’s degree
Information Technology	Pitt Community College external site Winterville, North Carolina	52 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 38 graduated with Associate’s degree
Informatics	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	22 graduated with Bachelor’s degree 14 graduated with Postbaccalaureate certificate 56 graduated with Master’s degree
Computer Science	California State University-Chico external site Chico, California	66 graduated with Bachelor’s degree 25 graduated with Master’s degree
Information Technology	University of Missouri-St Louis external site Saint Louis, Missouri	31 graduated with Bachelor’s degree 22 graduated with Postbaccalaureate certificate 38 graduated with Master’s degree
Computer Science	Middle Tennessee State University external site Murfreesboro, Tennessee	73 graduated with Bachelor’s degree 17 graduated with Master’s degree
Computer Science	North American University external site Stafford, Texas	21 graduated with Bachelor’s degree 69 graduated with Master’s degree
Computer Science	North Carolina A & T State University external site Greensboro, North Carolina	64 graduated with Bachelor’s degree 22 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Missouri-St Louis external site Saint Louis, Missouri	3 graduated with One but less than two years certificate 60 graduated with Bachelor’s degree 27 graduated with Master’s degree
Computer Science	University of New Orleans external site New Orleans, Louisiana	65 graduated with Bachelor’s degree 18 graduated with Master’s degree 7 graduated with Post-master’s certificate
Computer Science	Eastern Michigan University external site Ypsilanti, Michigan	84 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	University of Memphis external site Memphis, Tennessee	68 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Minerva University external site San Francisco, California	70 graduated with Bachelor’s degree 19 graduated with Bachelor’s degree (second major)
Computer Science	Connecticut State Community College external site Hartford, Connecticut	7 graduated with Less than one year certificate 81 graduated with Associate’s degree
Computer Science	Saint Leo University external site Saint Leo, Florida	44 graduated with Bachelor’s degree 44 graduated with Master’s degree
Computer Science	University of Louisiana at Lafayette external site Lafayette, Louisiana	64 graduated with Bachelor’s degree 15 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Toledo external site Toledo, Ohio	29 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 41 graduated with Master’s degree 6 graduated with Master’s degree (second major)
Information Technology	Ashford University external site San Diego, California	88 graduated with Bachelor’s degree
Computer Engineering, General	University of California-Riverside external site Riverside, California	45 graduated with Bachelor’s degree 42 graduated with Master’s degree
Computer Science	Georgetown University external site Washington, District of Columbia	1 graduated with One but less than two years certificate 43 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 26 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	87 graduated with Master’s degree
Mathematics and Computer Science	University of Illinois Urbana-Champaign external site Champaign, Illinois	87 graduated with Bachelor’s degree
Computer Engineering, General	University of Massachusetts-Lowell external site Lowell, Massachusetts	54 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 26 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Nebraska at Omaha external site Omaha, Nebraska	48 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 36 graduated with Master’s degree
Computer Engineering, General	Auburn University external site Auburn, Alabama	22 graduated with Bachelor’s degree 39 graduated with Master’s degree 24 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	New York University external site New York, New York	85 graduated with Master’s degree
Information Science/Studies	University at Albany external site Albany, New York	82 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Drexel University external site Philadelphia, Pennsylvania	28 graduated with Bachelor’s degree 30 graduated with Postbaccalaureate certificate 25 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Data Science, General	The University of Texas at Austin external site Austin, Texas	84 graduated with Master’s degree
Information Science/Studies	Dakota State University external site Madison, South Dakota	12 graduated with Less than one year certificate 6 graduated with Associate’s degree 19 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 40 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	Wayne Community College external site Goldsboro, North Carolina	58 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 22 graduated with Associate’s degree
Computer Engineering, General	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	83 graduated with Bachelor’s degree
Computer Engineering, General	New Jersey Institute of Technology external site Newark, New Jersey	60 graduated with Bachelor’s degree 21 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	83 graduated with Bachelor’s degree
Computer Engineering, General	University of Delaware external site Newark, Delaware	34 graduated with Bachelor’s degree 30 graduated with Master’s degree 19 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Iowa external site Iowa City, Iowa	57 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 15 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Programming, Specific Applications	ECPI University external site Virginia Beach, Virginia	82 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Fort Hays State University external site Hays, Kansas	82 graduated with Bachelor’s degree
Computer Science	Metropolitan State University of Denver external site Denver, Colorado	81 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Saint Louis University external site Saint Louis, Missouri	33 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 47 graduated with Master’s degree
Computer Science	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	69 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Engineering, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	81 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Engineering, General	University of Virginia-Main Campus external site Charlottesville, Virginia	46 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major) 19 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	University of Cincinnati-Main Campus external site Cincinnati, Ohio	0 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 79 graduated with Bachelor’s degree
Computer Programming/Programmer, General	University of Utah external site Salt Lake City, Utah	1 graduated with Bachelor’s degree 80 graduated with Postbaccalaureate certificate
Computer Science	Michigan Technological University external site Houghton, Michigan	68 graduated with Bachelor’s degree 11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Stevens Institute of Technology external site Hoboken, New Jersey	39 graduated with Bachelor’s degree 9 graduated with Postbaccalaureate certificate 33 graduated with Master’s degree
Data Science, General	Texas Tech University external site Lubbock, Texas	81 graduated with Master’s degree
Information Science/Studies	CUNY Graduate School and University Center external site New York, New York	81 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Valencia College external site Orlando, Florida	80 graduated with One but less than two years certificate
Computer Science	Carleton College external site Northfield, Minnesota	69 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Computer Science	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	67 graduated with Master’s degree 13 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	DePaul University external site Chicago, Illinois	18 graduated with Bachelor’s degree 62 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	California State University-Fresno external site Fresno, California	64 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	Western Michigan University external site Kalamazoo, Michigan	71 graduated with Bachelor’s degree 6 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Informatics	Northeastern University Professional Programs external site Boston, Massachusetts	79 graduated with Master’s degree
Information Technology	The University of Texas at San Antonio external site San Antonio, Texas	79 graduated with Master’s degree
Computer Science	Central Washington University external site Ellensburg, Washington	74 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Computer Science	University of Minnesota-Duluth external site Duluth, Minnesota	69 graduated with Bachelor’s degree 9 graduated with Master’s degree
Computer Science	University of the Pacific external site Stockton, California	65 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Science/Studies	Purdue University Global external site West Lafayette, Indiana	34 graduated with Less than one year certificate 44 graduated with Bachelor’s degree
Information Technology	California State University-Chico external site Chico, California	68 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Information Technology	Temple University external site Philadelphia, Pennsylvania	66 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Computer Engineering, General	University of North Carolina at Charlotte external site Charlotte, North Carolina	60 graduated with Bachelor’s degree 17 graduated with Master’s degree
Computer Programming/Programmer, General	St Charles Community College external site Cottleville, Missouri	10 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 63 graduated with Associate’s degree
Computer Science	CUNY LaGuardia Community College external site Long Island City, New York	77 graduated with Associate’s degree
Information Science/Studies	University of Alabama at Birmingham external site Birmingham, Alabama	77 graduated with Master’s degree
Information Technology	Hillsborough Community College external site Tampa, Florida	58 graduated with Less than one year certificate 19 graduated with Associate’s degree
Information Technology	Northern Kentucky University external site Highland Heights, Kentucky	75 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	St Petersburg College external site St. Petersburg, Florida	61 graduated with Less than one year certificate 16 graduated with Associate’s degree
Artificial Intelligence	University of North Texas external site Denton, Texas	0 graduated with Postbaccalaureate certificate 76 graduated with Master’s degree
Computer Engineering, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	76 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Kirkwood Community College external site Cedar Rapids, Iowa	56 graduated with Less than one year certificate 20 graduated with Associate’s degree
Computer Programming/Programmer, General	Green River College external site Auburn, Washington	20 graduated with Less than one year certificate 21 graduated with Associate’s degree 35 graduated with Bachelor’s degree
Computer Science	Illinois State University external site Normal, Illinois	61 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	Louisiana Tech University external site Ruston, Louisiana	55 graduated with Bachelor’s degree 21 graduated with Master’s degree
Information Technology	Oakland University external site Rochester Hills, Michigan	70 graduated with Bachelor’s degree 6 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Cloud Computing	Ivy Tech Community College external site Indianapolis, Indiana	65 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Computer Engineering, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	75 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Science	United States Air Force Academy external site USAF Academy, Colorado	71 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Villanova University external site Villanova, Pennsylvania	43 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 31 graduated with Master’s degree
Information Technology	Delaware Technical Community College-Terry external site Dover, Delaware	75 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	University of Wisconsin-Stout external site Menomonie, Wisconsin	72 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Cloud Computing	Mesa Community College external site Mesa, Arizona	74 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Bellevue University external site Bellevue, Nebraska	74 graduated with Bachelor’s degree
Computer Engineering, General	California State University-Fullerton external site Fullerton, California	48 graduated with Bachelor’s degree 25 graduated with Master’s degree
Computer Science	Wake Forest University external site Winston-Salem, North Carolina	51 graduated with Bachelor’s degree 16 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree
Computer Software Engineering	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	73 graduated with Bachelor’s degree
Information Technology	College of Central Florida external site Ocala, Florida	60 graduated with Less than one year certificate 13 graduated with Associate’s degree
Information Technology	University of West Florida external site Pensacola, Florida	38 graduated with Bachelor’s degree 35 graduated with Master’s degree
Computer Programming/Programmer, General	Sinclair Community College external site Dayton, Ohio	46 graduated with Less than one year certificate 26 graduated with Associate’s degree
Computer Science	University of Tulsa external site Tulsa, Oklahoma	51 graduated with Bachelor’s degree 16 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	CUNY Lehman College external site Bronx, New York	72 graduated with Bachelor’s degree
Information Technology	North Carolina A & T State University external site Greensboro, North Carolina	72 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Southern California external site Los Angeles, California	36 graduated with Bachelor’s degree 36 graduated with Master’s degree
Computer Programming/Programmer, General	Cuyahoga Community College District external site Cleveland, Ohio	18 graduated with Less than one year certificate 26 graduated with One but less than two years certificate 27 graduated with Associate’s degree
Computer Science	Southern Illinois University-Carbondale external site Carbondale, Illinois	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 45 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Data Science, General	Maryville University of Saint Louis external site Saint Louis, Missouri	6 graduated with Less than one year certificate 18 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 45 graduated with Master’s degree
Computer Programming/Programmer, General	North Hennepin Community College external site Brooklyn Park, Minnesota	70 graduated with Less than one year certificate
Computer Science	California Institute of Technology external site Pasadena, California	67 graduated with Bachelor’s degree 1 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Boston College external site Chestnut Hill, Massachusetts	16 graduated with Bachelor’s degree 54 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	64 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Engineering, General	University of South Florida external site Tampa, Florida	51 graduated with Bachelor’s degree 7 graduated with Master’s degree 11 graduated with Doctor’s degree – research/scholarship
Computer Science	Florida Institute of Technology external site Melbourne, Florida	38 graduated with Bachelor’s degree 27 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Tidewater Community College external site Norfolk, Virginia	69 graduated with Associate’s degree
Computer Programming, Specific Applications	Stark State College external site North Canton, Ohio	42 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Information Technology	Central Washington University external site Ellensburg, Washington	53 graduated with Bachelor’s degree 15 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Technology	Columbia Southern University external site Orange Beach, Alabama	10 graduated with Less than one year certificate 5 graduated with Associate’s degree 53 graduated with Bachelor’s degree
Information Technology	East Carolina University external site Greenville, North Carolina	68 graduated with Bachelor’s degree
Information Technology	Seton Hall University external site South Orange, New Jersey	20 graduated with Bachelor’s degree 41 graduated with Bachelor’s degree (second major) 6 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Computer Engineering, General	The University of Texas at San Antonio external site San Antonio, Texas	50 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree
Computer Science	University of North Florida external site Jacksonville, Florida	67 graduated with Bachelor’s degree
Computer Software Engineering	Auburn University external site Auburn, Alabama	67 graduated with Bachelor’s degree
Computer Software Engineering	Brigham Young University external site Provo, Utah	67 graduated with Bachelor’s degree
Information Technology	Indiana University-Indianapolis external site Indianapolis, Indiana	3 graduated with Less than one year certificate 64 graduated with Bachelor’s degree
Information Technology	Marquette University external site Milwaukee, Wisconsin	35 graduated with Bachelor’s degree 32 graduated with Bachelor’s degree (second major)
Information Technology	Montclair State University external site Montclair, New Jersey	58 graduated with Bachelor’s degree 9 graduated with Master’s degree
Computer Programming, Specific Applications	Houston Community College external site Houston, Texas	0 graduated with Less than one year certificate 12 graduated with One but less than two years certificate 54 graduated with Associate’s degree
Computer Science	Auburn University external site Auburn, Alabama	66 graduated with Bachelor’s degree
Computer Science	Grossmont College external site El Cajon, California	66 graduated with Associate’s degree
Information Science/Studies	Tarleton State University external site Stephenville, Texas	44 graduated with Bachelor’s degree 22 graduated with Master’s degree
Information Technology	Atlantis University external site Miami, Florida	0 graduated with One but less than two years certificate 4 graduated with Associate’s degree 8 graduated with Bachelor’s degree 54 graduated with Master’s degree
Mathematics and Computer Science	The University of Texas at Arlington external site Arlington, Texas	66 graduated with Master’s degree
Computer Engineering, General	California State University-Sacramento external site Sacramento, California	62 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Engineering, General	University of Alabama in Huntsville external site Huntsville, Alabama	54 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Mt San Antonio College external site Walnut, California	34 graduated with Less than one year certificate 31 graduated with Associate’s degree
Computer Science	California State University-Bakersfield external site Bakersfield, California	65 graduated with Bachelor’s degree
Computer Science	California State University-Channel Islands external site Camarillo, California	52 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree
Computer Science	Saint Cloud State University external site Saint Cloud, Minnesota	48 graduated with Bachelor’s degree 17 graduated with Master’s degree
Computer Science	University of Denver external site Denver, Colorado	52 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 9 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	California State University-Fullerton external site Fullerton, California	65 graduated with Master’s degree
Information Science/Studies	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	61 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Information Science/Studies	University of Colorado Boulder external site Boulder, Colorado	44 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Technology	University of South Carolina-Columbia external site Columbia, South Carolina	65 graduated with Bachelor’s degree
Computer Engineering, General	Clemson University external site Clemson, South Carolina	49 graduated with Bachelor’s degree 11 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Northwestern University external site Evanston, Illinois	22 graduated with Bachelor’s degree 40 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	The University of Texas at Arlington external site Arlington, Texas	14 graduated with Less than one year certificate 33 graduated with Bachelor’s degree 15 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	Ohio University-Main Campus external site Athens, Ohio	60 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Science	Santa Monica College external site Santa Monica, California	18 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 46 graduated with Associate’s degree
Information Science/Studies	Stony Brook University external site Stony Brook, New York	63 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	University of California-Riverside external site Riverside, California	64 graduated with Bachelor’s degree
Information Science/Studies	University of Massachusetts-Boston external site Boston, Massachusetts	64 graduated with Master’s degree
Information Technology	University of North Florida external site Jacksonville, Florida	64 graduated with Bachelor’s degree
Mathematics and Computer Science	George Mason University external site Fairfax, Virginia	47 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Programming, Specific Applications	Northwest Mississippi Community College external site Senatobia, Mississippi	57 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Grand Canyon University external site Phoenix, Arizona	0 graduated with Less than one year certificate 59 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Programming/Programmer, General	Ozarks Technical Community College external site Springfield, Missouri	30 graduated with One but less than two years certificate 33 graduated with Associate’s degree
Computer Science	Bridgewater State University external site Bridgewater, Massachusetts	47 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	58 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Wesleyan University external site Middletown, Connecticut	49 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree
Information Science/Studies	Ace Institute of Technology external site New York, New York	63 graduated with One but less than two years certificate
Information Science/Studies	University of Kentucky external site Lexington, Kentucky	62 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Metropolitan State University external site Saint Paul, Minnesota	50 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Engineering, General	George Mason University external site Fairfax, Virginia	33 graduated with Bachelor’s degree 29 graduated with Master’s degree
Computer Engineering, General	Syracuse University external site Syracuse, New York	16 graduated with Bachelor’s degree 46 graduated with Master’s degree
Computer Engineering, General	University of California-Los Angeles external site Los Angeles, California	62 graduated with Bachelor’s degree
Computer Science	Colgate University external site Hamilton, New York	49 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Computer Science	El Paso Community College external site El Paso, Texas	62 graduated with Associate’s degree
Computer Science	Grinnell College external site Grinnell, Iowa	48 graduated with Bachelor’s degree 14 graduated with Bachelor’s degree (second major)
Computer Science	Howard University external site Washington, District of Columbia	56 graduated with Bachelor’s degree 0 graduated with Master’s degree 2 graduated with Post-master’s certificate 4 graduated with Doctor’s degree – research/scholarship
Computer Science	Rowan University external site Glassboro, New Jersey	62 graduated with Master’s degree
Computer Science	University of Idaho external site Moscow, Idaho	0 graduated with Less than one year certificate 36 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Data Science, General	Smith College external site Northampton, Massachusetts	30 graduated with Bachelor’s degree 32 graduated with Bachelor’s degree (second major)
Informatics	University of Louisiana at Lafayette external site Lafayette, Louisiana	49 graduated with Bachelor’s degree 13 graduated with Master’s degree
Cloud Computing	Saint Martin's University external site Lacey, Washington	61 graduated with Less than one year certificate
Computer Engineering, General	Florida Atlantic University external site Boca Raton, Florida	43 graduated with Bachelor’s degree 14 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Programming, Specific Applications	Chattahoochee Technical College external site Marietta, Georgia	61 graduated with Less than one year certificate
Computer Programming/Programmer, General	University of Michigan-Dearborn external site Dearborn, Michigan	48 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Science	South Texas College external site McAllen, Texas	61 graduated with Associate’s degree
Information Science/Studies	Johns Hopkins University external site Baltimore, Maryland	0 graduated with Bachelor’s degree 21 graduated with Postbaccalaureate certificate 40 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Technology	Colorado Mountain College external site Glenwood Springs, Colorado	59 graduated with Less than 12 weeks certificate 2 graduated with Associate’s degree
Information Technology	DeVry University-Georgia external site Decatur, Georgia	0 graduated with Less than one year certificate 50 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Information Technology	Mission College external site Santa Clara, California	34 graduated with Less than one year certificate 27 graduated with Associate’s degree
Information Technology	New Mexico State University-Main Campus external site Las Cruces, New Mexico	42 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computer Engineering, General	California State University-Long Beach external site Long Beach, California	60 graduated with Bachelor’s degree
Computer Engineering, General	Missouri University of Science and Technology external site Rolla, Missouri	50 graduated with Bachelor’s degree 10 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Pennsylvania State University-World Campus external site University Park, Pennsylvania	60 graduated with Master’s degree
Computer Science	Christopher Newport University external site Newport News, Virginia	56 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Hofstra University external site Hempstead, New York	45 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 14 graduated with Master’s degree
Computer Science	Lone Star College System external site The Woodlands, Texas	60 graduated with Associate’s degree
Computer Software Engineering	Harvard University external site Cambridge, Massachusetts	0 graduated with Postbaccalaureate certificate 60 graduated with Master’s degree
Information Technology	Bellevue University external site Bellevue, Nebraska	60 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Programming, Specific Applications	Mesa Community College external site Mesa, Arizona	0 graduated with Less than 12 weeks certificate 50 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Broward College external site Fort Lauderdale, Florida	15 graduated with Less than one year certificate 44 graduated with Associate’s degree
Computer Programming/Programmer, General	De Anza College external site Cupertino, California	55 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Science	University of Miami external site Coral Gables, Florida	35 graduated with Bachelor’s degree 18 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Catawba Valley Community College external site Hickory, North Carolina	42 graduated with Less than one year certificate 9 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Information Technology	Cerro Coso Community College external site Ridgecrest, California	23 graduated with Less than one year certificate 19 graduated with One but less than two years certificate 17 graduated with Associate’s degree
Information Technology	Park University external site Parkville, Missouri	25 graduated with Bachelor’s degree 34 graduated with Master’s degree
Computer Engineering, General	University of California-Santa Barbara external site Santa Barbara, California	58 graduated with Bachelor’s degree
Computer Engineering, General	University of Houston-Clear Lake external site Houston, Texas	28 graduated with Bachelor’s degree 30 graduated with Master’s degree
Computer Science	CUNY Queensborough Community College external site Bayside, New York	58 graduated with Associate’s degree
Computer Science	Purdue University Northwest external site Hammond, Indiana	30 graduated with Bachelor’s degree 28 graduated with Master’s degree
Information Science/Studies	Missouri University of Science and Technology external site Rolla, Missouri	34 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Information Science/Studies	Salisbury University external site Salisbury, Maryland	55 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Technology	Lone Star College System external site The Woodlands, Texas	58 graduated with Associate’s degree
Information Technology	Mitchell Community College external site Statesville, North Carolina	38 graduated with Less than one year certificate 12 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Information Technology	Northeastern University Professional Programs external site Boston, Massachusetts	51 graduated with Bachelor’s degree 7 graduated with Master’s degree
Computer Engineering, General	University of Illinois Chicago external site Chicago, Illinois	57 graduated with Bachelor’s degree
Computer Engineering, General	University of Maryland-Baltimore County external site Baltimore, Maryland	40 graduated with Bachelor’s degree 13 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of North Texas external site Denton, Texas	38 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computer Engineering, General	University of Toledo external site Toledo, Ohio	57 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Metropolitan Community College-Kansas City external site Kansas City, Missouri	4 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 52 graduated with Associate’s degree
Computer Programming/Programmer, General	Hillsborough Community College external site Tampa, Florida	35 graduated with Less than one year certificate 22 graduated with Associate’s degree
Computer Programming/Programmer, General	Santa Monica College external site Santa Monica, California	19 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 38 graduated with Associate’s degree
Computer Science	California State University-Stanislaus external site Turlock, California	56 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Chapman University external site Orange, California	56 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Computer Science	Middlebury College external site Middlebury, Vermont	45 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Florida Gulf Coast University external site Fort Myers, Florida	57 graduated with Bachelor’s degree
Informatics	Clark University external site Worcester, Massachusetts	0 graduated with Bachelor’s degree 57 graduated with Master’s degree
Informatics	Rochester Institute of Technology external site Rochester, New York	3 graduated with Associate’s degree 14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 38 graduated with Master’s degree
Information Science/Studies	South University-Savannah Online external site Savannah, Georgia	51 graduated with Bachelor’s degree 6 graduated with Master’s degree
Information Technology	Gaston College external site Dallas, North Carolina	41 graduated with Less than one year certificate 16 graduated with Associate’s degree
Computer Engineering, General	Binghamton University external site Vestal, New York	56 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Santa Fe College external site Gainesville, Florida	36 graduated with Less than one year certificate 20 graduated with Associate’s degree
Computer Science	Citrus College external site Glendora, California	56 graduated with Associate’s degree
Computer Science	Williams College external site Williamstown, Massachusetts	52 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	University of San Diego external site San Diego, California	56 graduated with Master’s degree
Information Science/Studies	Norwich University external site Northfield, Vermont	40 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 14 graduated with Master’s degree
Information Science/Studies	SUNY Buffalo State University external site Buffalo, New York	56 graduated with Bachelor’s degree
Information Technology	Brunswick Community College external site Bolivia, North Carolina	35 graduated with Less than one year certificate 9 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	Pellissippi State Community College external site Knoxville, Tennessee	13 graduated with Less than one year certificate 43 graduated with Associate’s degree
Information Technology	Utah State University external site Logan, Utah	1 graduated with One but less than two years certificate 4 graduated with Associate’s degree 51 graduated with Bachelor’s degree
Artificial Intelligence	Northeastern University external site Boston, Massachusetts	55 graduated with Master’s degree
Computer Science	Amherst College external site Amherst, Massachusetts	51 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Davenport University external site Grand Rapids, Michigan	8 graduated with Associate’s degree 43 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Computer Science	Harvey Mudd College external site Claremont, California	53 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Irvine Valley College external site Irvine, California	55 graduated with Associate’s degree
Computer Science	Tulane University of Louisiana external site New Orleans, Louisiana	0 graduated with Bachelor’s degree 52 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Colorado State University-Fort Collins external site Fort Collins, Colorado	13 graduated with Bachelor’s degree 42 graduated with Master’s degree
Information Science/Studies	Cuyahoga Community College District external site Cleveland, Ohio	39 graduated with Less than one year certificate 16 graduated with Associate’s degree
Information Technology	Caldwell Community College and Technical Institute external site Hudson, North Carolina	39 graduated with Less than one year certificate 16 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	University of California-Irvine external site Irvine, California	55 graduated with Bachelor’s degree
Computer Engineering, General	Columbia University in the City of New York external site New York, New York	28 graduated with Bachelor’s degree 26 graduated with Master’s degree
Computer Science	Ball State University external site Muncie, Indiana	52 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Computer Science	Davidson College external site Davidson, North Carolina	48 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	San Diego Miramar College external site San Diego, California	54 graduated with Associate’s degree
Computer Science	University of South Florida external site Tampa, Florida	54 graduated with Master’s degree
Data Science, General	The University of Texas at Dallas external site Richardson, Texas	53 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Information Science/Studies	George Washington University external site Washington, District of Columbia	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 43 graduated with Master’s degree
Information Technology	Richmond Community College external site Hamlet, North Carolina	49 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Westcliff University external site Irvine, California	0 graduated with Less than one year certificate 2 graduated with Bachelor’s degree 52 graduated with Master’s degree
Computer Engineering, General	Michigan Technological University external site Houghton, Michigan	45 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major) 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	Clovis Community College external site Fresno, California	53 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Science	College of the Canyons external site Santa Clarita, California	53 graduated with Associate’s degree
Computer Software Engineering	Miami University-Oxford external site Oxford, Ohio	53 graduated with Bachelor’s degree
Information Technology	Rensselaer Polytechnic Institute external site Troy, New York	35 graduated with Bachelor’s degree 18 graduated with Master’s degree
Information Technology	Utah Tech University external site Saint George, Utah	45 graduated with Less than one year certificate 3 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Information Technology	Western Kentucky University external site Bowling Green, Kentucky	53 graduated with Bachelor’s degree
Artificial Intelligence	San Jose State University external site San Jose, California	52 graduated with Master’s degree
Computer Engineering, General	Texas Tech University external site Lubbock, Texas	52 graduated with Bachelor’s degree
Computer Engineering, General	The University of Texas Rio Grande Valley external site Edinburg, Texas	52 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Maryville University of Saint Louis external site Saint Louis, Missouri	1 graduated with Less than one year certificate 51 graduated with Master’s degree
Computer Science	Ivy Tech Community College external site Indianapolis, Indiana	16 graduated with Less than one year certificate 36 graduated with Associate’s degree
Information Technology	Central Carolina Community College external site Sanford, North Carolina	25 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Information Technology	Gannon University external site Erie, Pennsylvania	52 graduated with Master’s degree
Computer Engineering, General	Kennesaw State University external site Kennesaw, Georgia	51 graduated with Bachelor’s degree
Computer Engineering, General	University of Dayton external site Dayton, Ohio	37 graduated with Bachelor’s degree 14 graduated with Master’s degree
Computer Science	City College of San Francisco external site San Francisco, California	51 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Abington external site Abington, Pennsylvania	51 graduated with Bachelor’s degree
Information Technology	Sandhills Community College external site Pinehurst, North Carolina	35 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Mathematics and Computer Science	University of Illinois Chicago external site Chicago, Illinois	49 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Programming/Programmer, General	Grossmont College external site El Cajon, California	18 graduated with Less than one year certificate 10 graduated with One but less than two years certificate 22 graduated with Associate’s degree
Computer Programming/Programmer, General	Texas State Technical College external site Waco, Texas	30 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Computer Science	Sonoma State University external site Rohnert Park, California	49 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of South Alabama external site Mobile, Alabama	50 graduated with Bachelor’s degree
Economics and Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	30 graduated with Bachelor’s degree 17 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Information Science/Studies	Fort Hays State University external site Hays, Kansas	50 graduated with Bachelor’s degree
Information Technology	Cape Fear Community College external site Wilmington, North Carolina	22 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Information Technology	College of Southern Maryland external site La Plata, Maryland	13 graduated with Less than one year certificate 14 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Information Technology	Santa Clara University external site Santa Clara, California	50 graduated with Master’s degree
Computer Science	Pomona College external site Claremont, California	49 graduated with Bachelor’s degree
Computer Science	Touro University external site New York, New York	49 graduated with Bachelor’s degree
Computer Software Engineering	Bowling Green State University-Main Campus external site Bowling Green, Ohio	38 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Computer Software Technology/Technician	Sinclair Community College external site Dayton, Ohio	0 graduated with Less than 12 weeks certificate 46 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Data Science, General	William & Mary external site Williamsburg, Virginia	36 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major)
Information Technology	Duquesne University external site Pittsburgh, Pennsylvania	29 graduated with Bachelor’s degree 20 graduated with Bachelor’s degree (second major)
Information Technology	Northeast State Community College external site Blountville, Tennessee	49 graduated with Associate’s degree
Information Technology	Wilkes Community College external site Wilkesboro, North Carolina	26 graduated with Less than one year certificate 14 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Artificial Intelligence	University of Washington-Seattle Campus external site Seattle, Washington	48 graduated with Master’s degree
Computer Engineering, General	Michigan State University external site East Lansing, Michigan	44 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of Michigan-Dearborn external site Dearborn, Michigan	38 graduated with Bachelor’s degree 10 graduated with Master’s degree
Computer Programming/Programmer, General	Cascadia College external site Bothell, Washington	40 graduated with Less than one year certificate 2 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Computer Science	Chicago State University external site Chicago, Illinois	9 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 39 graduated with Master’s degree
Computer Science	Monroe College external site Bronx, New York	48 graduated with Master’s degree
Computer Science	National University external site San Diego, California	33 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	State University of New York at Oswego external site Oswego, New York	48 graduated with Bachelor’s degree
Computer Science	University of Arkansas Grantham external site LIttle Rock, Arkansas	23 graduated with Associate’s degree 25 graduated with Bachelor’s degree
Computer Software Technology/Technician	Oregon Institute of Technology external site Klamath Falls, Oregon	2 graduated with Associate’s degree 46 graduated with Bachelor’s degree
Information Science/Studies	Hudson Valley Community College external site Troy, New York	0 graduated with One but less than two years certificate 48 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	40 graduated with Bachelor’s degree 8 graduated with Master’s degree
Information Technology	Franklin University external site Columbus, Ohio	4 graduated with Associate’s degree 33 graduated with Bachelor’s degree 11 graduated with Master’s degree
Information Technology	Fullerton College external site Fullerton, California	11 graduated with Less than one year certificate 8 graduated with One but less than two years certificate 29 graduated with Associate’s degree
Information Technology	Lehigh University external site Bethlehem, Pennsylvania	37 graduated with Bachelor’s degree 11 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Brown University external site Providence, Rhode Island	48 graduated with Master’s degree
Computer Programming/Programmer, General	Georgia Military College external site Milledgeville, Georgia	47 graduated with Associate’s degree
Computer Programming/Programmer, General	Gwinnett Technical College external site Lawrenceville, Georgia	0 graduated with Less than one year certificate 29 graduated with Associate’s degree 18 graduated with Two but less than 4 years certificate
Computer Science	Marist College external site Poughkeepsie, New York	44 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Science/Studies	Northern Kentucky University external site Highland Heights, Kentucky	24 graduated with Bachelor’s degree 23 graduated with Master’s degree
Information Technology	Rochester Institute of Technology external site Rochester, New York	47 graduated with Bachelor’s degree
Mathematics and Computer Science	Illinois Institute of Technology external site Chicago, Illinois	47 graduated with Master’s degree
Computer Engineering, General	CUNY City College external site New York, New York	44 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Programming, Specific Applications	St Petersburg College external site St. Petersburg, Florida	46 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Chippewa Valley Technical College external site Eau Claire, Wisconsin	46 graduated with Associate’s degree
Computer Programming/Programmer, General	Neumont College of Computer Science external site Salt Lake City, Utah	10 graduated with Associate’s degree 36 graduated with Bachelor’s degree
Computer Science	DePauw University external site Greencastle, Indiana	40 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	Nova Southeastern University external site Fort Lauderdale, Florida	23 graduated with Bachelor’s degree 18 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Science	Winona State University external site Winona, Minnesota	44 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Software Engineering	California Polytechnic State University-San Luis Obispo external site San Luis Obispo, California	46 graduated with Bachelor’s degree
Computer Software Engineering	Milwaukee School of Engineering external site Milwaukee, Wisconsin	46 graduated with Bachelor’s degree
Information Technology	Walsh College external site Troy, Michigan	39 graduated with Bachelor’s degree 7 graduated with Master’s degree
Artificial Intelligence	Illinois Institute of Technology external site Chicago, Illinois	5 graduated with Bachelor’s degree 40 graduated with Master’s degree
Artificial Intelligence	University of Southern California external site Los Angeles, California	45 graduated with Master’s degree
Computer Engineering, General	California State University-Northridge external site Northridge, California	39 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Engineering, General	California State University-San Bernardino external site San Bernardino, California	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Wentworth Institute of Technology external site Boston, Massachusetts	44 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	Foothill College external site Los Altos Hills, California	45 graduated with Associate’s degree
Computer Science	Gonzaga University external site Spokane, Washington	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Tennessee State University external site Nashville, Tennessee	28 graduated with Bachelor’s degree 17 graduated with Master’s degree
Computer Software Engineering	Ashford University external site San Diego, California	45 graduated with Bachelor’s degree
Information Science/Studies	University of Delaware external site Newark, Delaware	45 graduated with Master’s degree
Information Technology	Asheville-Buncombe Technical Community College external site Asheville, North Carolina	34 graduated with Less than one year certificate 11 graduated with Associate’s degree
Information Technology	Murray State University external site Murray, Kentucky	9 graduated with Bachelor’s degree 36 graduated with Master’s degree
Information Technology	Wichita State University external site Wichita, Kansas	14 graduated with Less than 12 weeks certificate 30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	University of Akron Main Campus external site Akron, Ohio	42 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	University of California-Irvine external site Irvine, California	44 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of New Mexico-Main Campus external site Albuquerque, New Mexico	14 graduated with Bachelor’s degree 30 graduated with Master’s degree
Computer Programming/Programmer, General	Cincinnati State Technical and Community College external site Cincinnati, Ohio	37 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Lake Washington Institute of Technology external site Kirkland, Washington	3 graduated with Less than 12 weeks certificate 7 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 17 graduated with Associate’s degree 14 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Palm Beach State College external site Lake Worth, Florida	11 graduated with Less than one year certificate 33 graduated with Associate’s degree
Computer Science	Stockton University external site Galloway, New Jersey	44 graduated with Bachelor’s degree
Computer Science	University of San Diego external site San Diego, California	43 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Saint Peter's University external site Jersey City, New Jersey	44 graduated with Master’s degree
Data Science, General	University of Memphis external site Memphis, Tennessee	44 graduated with Master’s degree
Information Science/Studies	Towson University external site Towson, Maryland	44 graduated with Bachelor’s degree
Information Science/Studies	University of Houston-Clear Lake external site Houston, Texas	44 graduated with Master’s degree
Information Science/Studies	Utah Valley University external site Orem, Utah	44 graduated with Bachelor’s degree
Information Technology	DePaul University external site Chicago, Illinois	43 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Middle Tennessee State University external site Murfreesboro, Tennessee	44 graduated with Master’s degree
Information Technology	San Joaquin Valley College-Visalia external site Visalia, California	3 graduated with Less than one year certificate 29 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Mathematics and Computer Science	Harvey Mudd College external site Claremont, California	43 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	Brigham Young University-Idaho external site Rexburg, Idaho	44 graduated with Bachelor’s degree
Computer Engineering, General	University of Kentucky external site Lexington, Kentucky	42 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of Notre Dame external site Notre Dame, Indiana	13 graduated with Bachelor’s degree 18 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Wayne County Community College District external site Detroit, Michigan	43 graduated with Associate’s degree
Computer Science	Bunker Hill Community College external site Boston, Massachusetts	0 graduated with Less than one year certificate 43 graduated with Associate’s degree
Computer Science	Clark University external site Worcester, Massachusetts	23 graduated with Bachelor’s degree 20 graduated with Master’s degree
Computer Science	Colby College external site Waterville, Maine	35 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Computer Science	University of Maine external site Orono, Maine	39 graduated with Bachelor’s degree 3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	University of Utah external site Salt Lake City, Utah	43 graduated with Master’s degree
Information Science/Studies	Metropolitan State University external site Saint Paul, Minnesota	43 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-Global Region external site Washington, District of Columbia	0 graduated with One but less than two years certificate 17 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 26 graduated with Master’s degree
Information Science/Studies	University of Cincinnati-Blue Ash College external site Blue Ash, Ohio	43 graduated with Associate’s degree
Information Technology	California State University-Northridge external site Northridge, California	43 graduated with Bachelor’s degree
Information Technology	Daytona State College external site Daytona Beach, Florida	0 graduated with Less than 12 weeks certificate 5 graduated with Less than one year certificate 21 graduated with Associate’s degree 17 graduated with Bachelor’s degree
Information Technology	Illinois State University external site Normal, Illinois	18 graduated with Bachelor’s degree 25 graduated with Master’s degree
Computer Engineering, General	University of Oklahoma-Norman Campus external site Norman, Oklahoma	42 graduated with Bachelor’s degree
Computer Engineering, General	Villanova University external site Villanova, Pennsylvania	35 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Computer Game Programming	Kennesaw State University external site Kennesaw, Georgia	42 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Community College of Allegheny County external site Pittsburgh, Pennsylvania	12 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 30 graduated with Associate’s degree
Computer Programming/Programmer, General	Maharishi International University external site Fairfield, Iowa	42 graduated with Master’s degree
Computer Programming/Programmer, General	Seminole State College of Florida external site Sanford, Florida	27 graduated with Less than one year certificate 15 graduated with Associate’s degree
Computer Science	California State Polytechnic University-Humboldt external site Arcata, California	42 graduated with Bachelor’s degree
Computer Science	Moorpark College external site Moorpark, California	42 graduated with Associate’s degree
Computer Science	Rhode Island College external site Providence, Rhode Island	41 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	University of Houston-Clear Lake external site Houston, Texas	42 graduated with Master’s degree
Data Science, General	Rice University external site Houston, Texas	42 graduated with Master’s degree
Informatics	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	19 graduated with Bachelor’s degree 18 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Columbia College external site Columbia, Missouri	2 graduated with Less than one year certificate 38 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Science/Studies	North Carolina Central University external site Durham, North Carolina	42 graduated with Master’s degree
Information Technology	Minneapolis Community and Technical College external site Minneapolis, Minnesota	42 graduated with Less than one year certificate
Information Technology	Surry Community College external site Dobson, North Carolina	25 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 13 graduated with Associate’s degree
Artificial Intelligence	Northwestern University external site Evanston, Illinois	41 graduated with Master’s degree
Computer Engineering, General	University of Utah external site Salt Lake City, Utah	41 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Terra State Community College external site Fremont, Ohio	15 graduated with Less than one year certificate 11 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Computer Science	Brightpoint Community College external site Chester, Virginia	41 graduated with Associate’s degree
Computer Science	Clarkson University external site Potsdam, New York	30 graduated with Bachelor’s degree 9 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Science	Grand Canyon University external site Phoenix, Arizona	28 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Science	Inter American University of Puerto Rico-Aguadilla external site Aguadilla, Puerto Rico	5 graduated with Associate’s degree 36 graduated with Bachelor’s degree
Computer Science	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	32 graduated with Bachelor’s degree 8 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	Northeastern State University external site Tahlequah, Oklahoma	0 graduated with Less than one year certificate 41 graduated with Bachelor’s degree
Computer Science	Smith College external site Northampton, Massachusetts	29 graduated with Bachelor’s degree 12 graduated with Bachelor’s degree (second major)
Computer Software Engineering	George Mason University external site Fairfax, Virginia	4 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree
Information Technology	Mt San Antonio College external site Walnut, California	34 graduated with Less than one year certificate 7 graduated with Associate’s degree
Information Technology	Strayer University-Georgia external site Chamblee, Georgia	41 graduated with Bachelor’s degree
Cloud Computing	University of Phoenix-Arizona external site Phoenix, Arizona	40 graduated with Less than one year certificate
Computer Engineering, General	University of Washington-Seattle Campus external site Seattle, Washington	40 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Bryan University external site Tempe, Arizona	19 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Computer Science	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	14 graduated with Bachelor’s degree 26 graduated with Master’s degree
Computer Science	Merced College external site Merced, California	17 graduated with Less than one year certificate 23 graduated with Associate’s degree
Computer Science	Montgomery County Community College external site Blue Bell, Pennsylvania	40 graduated with Associate’s degree
Computer Science	United States Naval Academy external site Annapolis, Maryland	40 graduated with Bachelor’s degree
Computer Science	University of North Carolina at Pembroke external site Pembroke, North Carolina	40 graduated with Bachelor’s degree
Computer Science	Virginia State University external site Petersburg, Virginia	27 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Science/Studies	Ball State University external site Muncie, Indiana	40 graduated with Master’s degree
Information Science/Studies	University of Wisconsin-Madison external site Madison, Wisconsin	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Information Technology	Kapiolani Community College external site Honolulu, Hawaii	0 graduated with Less than one year certificate 22 graduated with One but less than two years certificate 18 graduated with Associate’s degree
Information Technology	University of South Alabama external site Mobile, Alabama	40 graduated with Bachelor’s degree
Information Technology	Youngstown State University external site Youngstown, Ohio	4 graduated with Associate’s degree 36 graduated with Bachelor’s degree
Accounting and Computer Science	Montgomery County Community College external site Blue Bell, Pennsylvania	39 graduated with Less than one year certificate
Artificial Intelligence	Florida Atlantic University external site Boca Raton, Florida	2 graduated with Less than one year certificate 7 graduated with Postbaccalaureate certificate 30 graduated with Master’s degree
Computer Engineering, General	Oakland University external site Rochester Hills, Michigan	34 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate
Computer Engineering, General	University of Nebraska-Lincoln external site Lincoln, Nebraska	39 graduated with Bachelor’s degree
Computer Engineering, General	West Virginia University external site Morgantown, West Virginia	39 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Minneapolis Community and Technical College external site Minneapolis, Minnesota	34 graduated with Less than one year certificate 5 graduated with One but less than two years certificate
Computer Science	American University external site Washington, District of Columbia	28 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Computer Science	Folsom Lake College external site Folsom, California	39 graduated with Associate’s degree
Computer Science	Frostburg State University external site Frostburg, Maryland	13 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 24 graduated with Master’s degree
Computer Science	Kettering University external site Flint, Michigan	38 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	Mt San Jacinto Community College District external site San Jacinto, California	39 graduated with Associate’s degree
Computer Science	Riverside City College external site Riverside, California	39 graduated with Associate’s degree
Data Science, General	Drexel University external site Philadelphia, Pennsylvania	26 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Science/Studies	Christopher Newport University external site Newport News, Virginia	39 graduated with Bachelor’s degree
Information Science/Studies	Claremont Graduate University external site Claremont, California	0 graduated with Postbaccalaureate certificate 30 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship 1 graduated with Doctor’s degree – research/scholarship (second major)
Information Science/Studies	Harding University external site Searcy, Arkansas	1 graduated with Bachelor’s degree 38 graduated with Master’s degree
Information Science/Studies	Rochester Institute of Technology external site Rochester, New York	39 graduated with Master’s degree
Information Technology	Beaufort County Community College external site Washington, North Carolina	28 graduated with Less than one year certificate 11 graduated with Associate’s degree
Information Technology	Cameron University external site Lawton, Oklahoma	24 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Information Technology	Merritt College external site Oakland, California	25 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	Randolph Community College external site Asheboro, North Carolina	23 graduated with Less than one year certificate 16 graduated with Associate’s degree
Information Technology	Strayer University-Maryland external site Suitland, Maryland	39 graduated with Bachelor’s degree
Information Technology	University of San Francisco external site San Francisco, California	39 graduated with Master’s degree
Information Technology	Valley College-Martinsburg external site Martinsburg, West Virginia	39 graduated with One but less than two years certificate
Information Technology	William Paterson University of New Jersey external site Wayne, New Jersey	39 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – professional practice
Computer Programming/Programmer, General	City College of San Francisco external site San Francisco, California	38 graduated with Less than one year certificate
Computer Programming/Programmer, General	Waukesha County Technical College external site Pewaukee, Wisconsin	16 graduated with Less than one year certificate 22 graduated with Associate’s degree
Computer Science	Hood College external site Frederick, Maryland	18 graduated with Bachelor’s degree 20 graduated with Master’s degree
Computer Science	Normandale Community College external site Bloomington, Minnesota	37 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Computer Science	Saddleback College external site Mission Viejo, California	38 graduated with Associate’s degree
Computer Science	SUNY Brockport external site Brockport, New York	37 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of Portland external site Portland, Oregon	38 graduated with Bachelor’s degree
Computer Science	University of Wyoming external site Laramie, Wyoming	36 graduated with Bachelor’s degree 1 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Concordia University-Wisconsin external site Mequon, Wisconsin	24 graduated with Bachelor’s degree 14 graduated with Master’s degree
Computer Software Engineering	University of Wisconsin-Platteville external site Platteville, Wisconsin	38 graduated with Bachelor’s degree
Data Science, General	Arizona State University Campus Immersion external site Tempe, Arizona	38 graduated with Bachelor’s degree
Data Science, General	Duke University external site Durham, North Carolina	38 graduated with Master’s degree
Information Science/Studies	American University external site Washington, District of Columbia	38 graduated with Master’s degree
Information Science/Studies	Florida Institute of Technology-Online external site Melbourne, Florida	8 graduated with Associate’s degree 30 graduated with Bachelor’s degree
Information Science/Studies	Nova Southeastern University external site Fort Lauderdale, Florida	32 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	26 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Pasadena City College external site Pasadena, California	30 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Riverside City College external site Riverside, California	27 graduated with Less than one year certificate 10 graduated with Associate’s degree
Computer Science	Bakersfield College external site Bakersfield, California	0 graduated with One but less than two years certificate 37 graduated with Associate’s degree
Computer Science	Bellevue College external site Bellevue, Washington	37 graduated with Bachelor’s degree
Computer Science	Milwaukee School of Engineering external site Milwaukee, Wisconsin	37 graduated with Bachelor’s degree
Informatics	University of Phoenix-Arizona external site Phoenix, Arizona	37 graduated with Master’s degree
Information Science/Studies	Dallas Baptist University external site Dallas, Texas	0 graduated with Postbaccalaureate certificate 37 graduated with Master’s degree
Information Science/Studies	Rowan University external site Glassboro, New Jersey	37 graduated with Bachelor’s degree
Information Technology	Clayton State University external site Morrow, Georgia	37 graduated with Bachelor’s degree
Information Technology	NUC University external site Bayamon, Puerto Rico	33 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Information Technology	South Piedmont Community College external site Polkton, North Carolina	28 graduated with Less than one year certificate 9 graduated with Associate’s degree
Information Technology	Suffolk County Community College external site Selden, New York	2 graduated with One but less than two years certificate 35 graduated with Associate’s degree
Information Technology	University of Georgia external site Athens, Georgia	37 graduated with Less than one year certificate
Mathematics and Computer Science	Washington University in St Louis external site Saint Louis, Missouri	33 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Kettering University external site Flint, Michigan	33 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Programming/Programmer, General	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with One but less than two years certificate 36 graduated with Associate’s degree
Computer Programming/Programmer, General	ECPI University external site Virginia Beach, Virginia	36 graduated with Associate’s degree
Computer Programming/Programmer, General	Fox Valley Technical College external site Appleton, Wisconsin	36 graduated with Associate’s degree
Computer Programming/Programmer, General	St Petersburg College external site St. Petersburg, Florida	10 graduated with Less than one year certificate 26 graduated with Associate’s degree
Computer Science	American InterContinental University System external site Chandler, Arizona	36 graduated with Bachelor’s degree
Computer Science	Franklin University external site Columbus, Ohio	3 graduated with Associate’s degree 18 graduated with Bachelor’s degree 15 graduated with Master’s degree
Computer Science	Palomar College external site San Marcos, California	18 graduated with Less than one year certificate 18 graduated with Associate’s degree
Computer Science	University of St Thomas external site Saint Paul, Minnesota	36 graduated with Bachelor’s degree
Data Science, General	Fordham University external site Bronx, New York	1 graduated with Postbaccalaureate certificate 35 graduated with Master’s degree
Data Science, General	University of Massachusetts-Amherst external site Amherst, Massachusetts	4 graduated with Postbaccalaureate certificate 32 graduated with Master’s degree
Informatics	University of Massachusetts-Amherst external site Amherst, Massachusetts	35 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Bunker Hill Community College external site Boston, Massachusetts	4 graduated with Less than one year certificate 32 graduated with Associate’s degree
Information Science/Studies	Northwestern State University of Louisiana external site Natchitoches, Louisiana	34 graduated with Bachelor’s degree 2 graduated with Master’s degree
Information Technology	Southern Illinois University-Carbondale external site Carbondale, Illinois	36 graduated with Bachelor’s degree
Information Technology	University of Massachusetts-Lowell external site Lowell, Massachusetts	36 graduated with Master’s degree
Information Technology	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	36 graduated with Master’s degree
Artificial Intelligence	University of San Diego external site San Diego, California	35 graduated with Master’s degree
Computer Engineering, General	Bucknell University external site Lewisburg, Pennsylvania	35 graduated with Bachelor’s degree
Computer Engineering, General	Mississippi State University external site Mississippi State, Mississippi	35 graduated with Bachelor’s degree
Computer Engineering, General	University of South Carolina-Columbia external site Columbia, South Carolina	29 graduated with Bachelor’s degree 2 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Washington University in St Louis external site Saint Louis, Missouri	21 graduated with Bachelor’s degree 14 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	35 graduated with Less than one year certificate
Computer Programming/Programmer, General	Hinds Community College external site Raymond, Mississippi	24 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Computer Programming/Programmer, General	New England Institute of Technology external site East Greenwich, Rhode Island	16 graduated with Associate’s degree 19 graduated with Bachelor’s degree
Computer Science	Elon University external site Elon, North Carolina	33 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Pennsylvania State University-World Campus external site University Park, Pennsylvania	35 graduated with Bachelor’s degree
Data Science, General	Middle Tennessee State University external site Murfreesboro, Tennessee	19 graduated with Bachelor’s degree 16 graduated with Postbaccalaureate certificate
Information Science/Studies	Bowling Green State University-Main Campus external site Bowling Green, Ohio	34 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	CUNY Brooklyn College external site Brooklyn, New York	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Master’s degree
Information Science/Studies	University of Arkansas at Little Rock external site Little Rock, Arkansas	5 graduated with Bachelor’s degree 9 graduated with Postbaccalaureate certificate 21 graduated with Master’s degree
Information Technology	Chaffey College external site Rancho Cucamonga, California	10 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Information Technology	Coastal Carolina University external site Conway, South Carolina	35 graduated with Bachelor’s degree 0 graduated with Post-master’s certificate
Information Technology	DeVry University-Florida external site Orlando, Florida	33 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Information Technology	Nashville State Community College external site Nashville, Tennessee	10 graduated with Less than one year certificate 25 graduated with Associate’s degree
Information Technology	Saint Peter's University external site Jersey City, New Jersey	35 graduated with Master’s degree
Information Technology	University of Kansas external site Lawrence, Kansas	24 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Computer Engineering, General	Harvard University external site Cambridge, Massachusetts	34 graduated with Master’s degree
Computer Engineering, General	San Francisco State University external site San Francisco, California	30 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Computer Engineering, General	University of Houston external site Houston, Texas	34 graduated with Bachelor’s degree
Computer Engineering, General	Wright State University-Main Campus external site Dayton, Ohio	22 graduated with Bachelor’s degree 6 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Programming/Programmer, General	Johnson County Community College external site Overland Park, Kansas	10 graduated with One but less than two years certificate 24 graduated with Associate’s degree
Computer Programming/Programmer, General	San Jose City College external site San Jose, California	12 graduated with Less than one year certificate 12 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Computer Science	Cosumnes River College external site Sacramento, California	34 graduated with Associate’s degree
Computer Science	University of Michigan-Flint external site Flint, Michigan	34 graduated with Bachelor’s degree
Computer Science	University of West Florida external site Pensacola, Florida	33 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	California State University-San Marcos external site San Marcos, California	34 graduated with Bachelor’s degree
Data Science, General	Denison University external site Granville, Ohio	25 graduated with Bachelor’s degree 9 graduated with Bachelor’s degree (second major)
Informatics	Arizona State University Campus Immersion external site Tempe, Arizona	2 graduated with Less than one year certificate 32 graduated with Bachelor’s degree
Information Science/Studies	Southern University at New Orleans external site New Orleans, Louisiana	9 graduated with Bachelor’s degree 25 graduated with Master’s degree
Information Science/Studies	Strayer University-Virginia external site Arlington, Virginia	0 graduated with One but less than two years certificate 10 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 24 graduated with Master’s degree
Information Science/Studies	Suffolk University external site Boston, Massachusetts	26 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Information Technology	Pennsylvania State University-World Campus external site University Park, Pennsylvania	34 graduated with Associate’s degree
Information Technology	Purdue University Northwest external site Hammond, Indiana	34 graduated with Bachelor’s degree
Mathematics and Computer Science	Western Michigan University external site Kalamazoo, Michigan	7 graduated with Bachelor’s degree 27 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Neumont College of Computer Science external site Salt Lake City, Utah	34 graduated with Bachelor’s degree
Artificial Intelligence	Gannon University external site Erie, Pennsylvania	33 graduated with Master’s degree
Computer Engineering, General	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	33 graduated with Bachelor’s degree
Computer Engineering, General	University of Arkansas external site Fayetteville, Arkansas	27 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Programming/Programmer, General	Dominican University of California external site San Rafael, California	33 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Sacramento City College external site Sacramento, California	7 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Computer Science	Baylor University external site Waco, Texas	27 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	McNeese State University external site Lake Charles, Louisiana	33 graduated with Bachelor’s degree
Computer Science	Mesa Community College external site Mesa, Arizona	33 graduated with Associate’s degree
Computer Science	Mount Holyoke College external site South Hadley, Massachusetts	30 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	33 graduated with Bachelor’s degree
Computer Science	Regis University external site Denver, Colorado	33 graduated with Bachelor’s degree
Computer Science	San Diego Mesa College external site San Diego, California	33 graduated with Associate’s degree
Computer Science	Southeastern Louisiana University external site Hammond, Louisiana	32 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	St Olaf College external site Northfield, Minnesota	18 graduated with Bachelor’s degree 15 graduated with Bachelor’s degree (second major)
Computer Science	Suffolk County Community College external site Selden, New York	33 graduated with Associate’s degree
Computer Science	Whitworth University external site Spokane, Washington	29 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Thaddeus Stevens College of Technology external site Lancaster, Pennsylvania	33 graduated with Associate’s degree
Data Science, General	Grand Valley State University external site Allendale, Michigan	33 graduated with Master’s degree
Information Science/Studies	Grambling State University external site Grambling, Louisiana	33 graduated with Bachelor’s degree
Information Science/Studies	University of North Georgia external site Dahlonega, Georgia	33 graduated with Bachelor’s degree
Information Technology	Cleveland Community College external site Shelby, North Carolina	27 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	Nova Southeastern University external site Fort Lauderdale, Florida	17 graduated with Bachelor’s degree 16 graduated with Master’s degree
Information Technology	University of Central Oklahoma external site Edmond, Oklahoma	33 graduated with Bachelor’s degree
Information Technology	University of North Carolina at Pembroke external site Pembroke, North Carolina	33 graduated with Bachelor’s degree
Computer Engineering, General	Indiana University-Indianapolis external site Indianapolis, Indiana	32 graduated with Bachelor’s degree
Computer Engineering, General	Manhattan College external site Riverdale, New York	24 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Engineering, General	Oklahoma State University-Main Campus external site Stillwater, Oklahoma	32 graduated with Bachelor’s degree
Computer Engineering, General	University of Georgia external site Athens, Georgia	32 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Cincinnati State Technical and Community College external site Cincinnati, Ohio	32 graduated with Associate’s degree
Computer Programming/Programmer, General	Fullerton College external site Fullerton, California	32 graduated with Associate’s degree
Computer Programming/Programmer, General	Parkland College external site Champaign, Illinois	32 graduated with Less than one year certificate
Computer Programming/Programmer, General	San Antonio College external site San Antonio, Texas	13 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Computer Programming/Programmer, General	Yuba College external site Marysville, California	13 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Computer Science	American River College external site Sacramento, California	32 graduated with Associate’s degree
Computer Science	Cedarville University external site Cedarville, Ohio	32 graduated with Bachelor’s degree
Computer Science	Connecticut College external site New London, Connecticut	29 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Naval Postgraduate School external site Monterey, California	29 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Rhodes College external site Memphis, Tennessee	29 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Southwestern College external site Chula Vista, California	32 graduated with Associate’s degree
Computer Science	Texas A&M University-San Antonio external site San Antonio, Texas	27 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	The College of Saint Rose external site Albany, New York	13 graduated with Bachelor’s degree 19 graduated with Master’s degree
Computer Science	Truman State University external site Kirksville, Missouri	31 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Informatics	University of Arizona external site Tucson, Arizona	32 graduated with Bachelor’s degree
Information Technology	County College of Morris external site Randolph, New Jersey	32 graduated with Associate’s degree
Information Technology	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	32 graduated with Post-master’s certificate
Computer Engineering, General	Cleveland State University external site Cleveland, Ohio	31 graduated with Bachelor’s degree
Computer Engineering, General	Universidad Ana G. Mendez-Gurabo Campus external site Gurabo, Puerto Rico	31 graduated with Bachelor’s degree
Computer Programming, Vendor/Product Certification	Sinclair Community College external site Dayton, Ohio	31 graduated with Less than one year certificate
Computer Programming/Programmer, General	Marist College external site Poughkeepsie, New York	31 graduated with Master’s degree
Computer Programming/Programmer, General	Oakland Community College external site Auburn Hills, Michigan	4 graduated with One but less than two years certificate 27 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Akron Main Campus external site Akron, Ohio	9 graduated with Associate’s degree 22 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Washtenaw Community College external site Ann Arbor, Michigan	4 graduated with Less than one year certificate 27 graduated with Associate’s degree
Computer Science	Calvin University external site Grand Rapids, Michigan	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Chandler-Gilbert Community College external site Chandler, Arizona	31 graduated with Associate’s degree
Computer Science	Florida Southern College external site Lakeland, Florida	28 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Lake Area Technical College external site Watertown, South Dakota	0 graduated with Less than one year certificate 31 graduated with Associate’s degree
Computer Science	Lawrence Technological University external site Southfield, Michigan	0 graduated with One but less than two years certificate 24 graduated with Bachelor’s degree 7 graduated with Master’s degree
Computer Science	Mercy University external site Dobbs Ferry, New York	11 graduated with Bachelor’s degree 20 graduated with Master’s degree
Computer Science	Occidental College external site Los Angeles, California	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Radford University external site Radford, Virginia	31 graduated with Bachelor’s degree
Computer Science	Saint Xavier University external site Chicago, Illinois	31 graduated with Bachelor’s degree
Computer Science	San Francisco Bay University external site Fremont, California	2 graduated with Bachelor’s degree 29 graduated with Master’s degree
Computer Science	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	27 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Software Engineering	University of Nebraska-Lincoln external site Lincoln, Nebraska	31 graduated with Bachelor’s degree
Data Science, General	Naval Postgraduate School external site Monterey, California	31 graduated with Postbaccalaureate certificate
Data Science, General	University of California-Santa Barbara external site Santa Barbara, California	31 graduated with Master’s degree
Data Science, General	University of the Pacific external site Stockton, California	31 graduated with Master’s degree
Information Science/Studies	Colorado State University Pueblo external site Pueblo, Colorado	31 graduated with Bachelor’s degree
Information Science/Studies	ITI Technical College external site Baton Rouge, Louisiana	31 graduated with Associate’s degree
Information Science/Studies	The University of Tennessee-Knoxville external site Knoxville, Tennessee	31 graduated with Bachelor’s degree
Information Science/Studies	University of Houston external site Houston, Texas	31 graduated with Master’s degree
Information Technology	Boise State University external site Boise, Idaho	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	California State University-Channel Islands external site Camarillo, California	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	California State University-Fullerton external site Fullerton, California	31 graduated with Master’s degree
Information Technology	Point Loma Nazarene University external site San Diego, California	31 graduated with Bachelor’s degree
Information Technology	Stanly Community College external site Albemarle, North Carolina	13 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 17 graduated with Associate’s degree
Information Technology	University of North Carolina Wilmington external site Wilmington, North Carolina	30 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	North Carolina A & T State University external site Greensboro, North Carolina	27 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University at Buffalo external site Buffalo, New York	29 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Programming, Specific Applications	Community College of Rhode Island external site Warwick, Rhode Island	7 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Computer Programming/Programmer, General	Essex County College external site Newark, New Jersey	30 graduated with Associate’s degree
Computer Programming/Programmer, General	Foothill College external site Los Altos Hills, California	30 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Harvard University external site Cambridge, Massachusetts	9 graduated with Less than one year certificate 21 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Programming/Programmer, General	Milwaukee Area Technical College external site Milwaukee, Wisconsin	30 graduated with Associate’s degree
Computer Programming/Programmer, General	Schoolcraft Community College District external site Livonia, Michigan	2 graduated with Less than one year certificate 8 graduated with One but less than two years certificate 20 graduated with Associate’s degree
Computer Programming/Programmer, General	Sierra College external site Rocklin, California	0 graduated with Less than one year certificate 30 graduated with Associate’s degree
Computer Science	CUNY York College external site Jamaica, New York	30 graduated with Bachelor’s degree
Computer Science	Grove City College external site Grove City, Pennsylvania	30 graduated with Bachelor’s degree
Computer Science	Guam Community College external site Mangilao, Guam	1 graduated with One but less than two years certificate 29 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Science	Ohlone College external site Fremont, California	9 graduated with Less than one year certificate 21 graduated with Associate’s degree
Computer Science	Rasmussen University-Florida external site Ocala, Florida	30 graduated with Bachelor’s degree
Computer Science	Saint Joseph's University external site Philadelphia, Pennsylvania	18 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Science	Santa Barbara City College external site Santa Barbara, California	0 graduated with One but less than two years certificate 30 graduated with Associate’s degree
Computer Science	UCNJ Union College of Union County, NJ external site Cranford, New Jersey	30 graduated with Associate’s degree
Computer Science	University of Northern Iowa external site Cedar Falls, Iowa	28 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	17 graduated with Bachelor’s degree 13 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Data Science, General	Colorado School of Mines external site Golden, Colorado	18 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Data Science, General	Northwestern University external site Evanston, Illinois	5 graduated with Bachelor’s degree 25 graduated with Bachelor’s degree (second major)
Informatics	Texas Woman's University external site Denton, Texas	6 graduated with Bachelor’s degree 4 graduated with Postbaccalaureate certificate 20 graduated with Master’s degree
Information Science/Studies	Robert Morris University external site Moon Township, Pennsylvania	18 graduated with Bachelor’s degree 4 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Mary Hardin-Baylor external site Belton, Texas	30 graduated with Master’s degree
Information Technology	Baltimore City Community College external site Baltimore, Maryland	5 graduated with Less than one year certificate 25 graduated with Associate’s degree
Information Technology	Peirce College external site Philadelphia, Pennsylvania	6 graduated with Associate’s degree 24 graduated with Bachelor’s degree
Information Technology	Robeson Community College external site Lumberton, North Carolina	18 graduated with Less than one year certificate 12 graduated with Associate’s degree
Information Technology	University of New Hampshire-Main Campus external site Durham, New Hampshire	22 graduated with Bachelor’s degree 8 graduated with Master’s degree
Mathematics and Computer Science	Massachusetts Institute of Technology external site Cambridge, Massachusetts	26 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Johns Hopkins University external site Baltimore, Maryland	11 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Computer Engineering, General	Boise State University external site Boise, Idaho	29 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Gwinnett Technical College external site Lawrenceville, Georgia	29 graduated with Less than one year certificate
Computer Programming/Programmer, General	American River College external site Sacramento, California	3 graduated with Less than one year certificate 26 graduated with Associate’s degree
Computer Programming/Programmer, General	Hartnell College external site Salinas, California	1 graduated with One but less than two years certificate 28 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Detroit Mercy external site Detroit, Michigan	29 graduated with Master’s degree
Computer Programming/Programmer, General	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	29 graduated with Postbaccalaureate certificate
Computer Science	Anoka-Ramsey Community College external site Coon Rapids, Minnesota	29 graduated with Associate’s degree
Computer Science	City University of Seattle external site Seattle, Washington	29 graduated with Master’s degree
Computer Science	Monroe Community College external site Rochester, New York	29 graduated with Associate’s degree
Computer Science	Pennsylvania State University-Penn State Abington external site Abington, Pennsylvania	29 graduated with Bachelor’s degree
Computer Science	University of Arkansas-Fort Smith external site Fort Smith, Arkansas	29 graduated with Bachelor’s degree
Computer Software Engineering	Washington State University external site Pullman, Washington	25 graduated with Bachelor’s degree 4 graduated with Master’s degree
Data Science, General	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	12 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Data Science, General	Utah State University external site Logan, Utah	29 graduated with Postbaccalaureate certificate
Informatics	Liberty University external site Lynchburg, Virginia	9 graduated with Bachelor’s degree 20 graduated with Master’s degree
Information Science/Studies	Bellevue University external site Bellevue, Nebraska	29 graduated with Master’s degree
Information Science/Studies	Morgan State University external site Baltimore, Maryland	29 graduated with Bachelor’s degree
Information Science/Studies	Texas A & M University-Commerce external site Commerce, Texas	27 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	Los Angeles Trade Technical College external site Los Angeles, California	15 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	Nassau Community College external site Garden City, New York	29 graduated with Associate’s degree
Information Technology	Southwestern Community College external site Sylva, North Carolina	20 graduated with Less than one year certificate 9 graduated with Associate’s degree
Information Technology	Stockton University external site Galloway, New Jersey	29 graduated with Bachelor’s degree
Information Technology	Villanova University external site Villanova, Pennsylvania	19 graduated with Bachelor’s degree 10 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Georgia Southern University external site Statesboro, Georgia	28 graduated with Bachelor’s degree
Computer Engineering, General	Lehigh University external site Bethlehem, Pennsylvania	25 graduated with Bachelor’s degree 3 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	North Dakota State University-Main Campus external site Fargo, North Dakota	28 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Atlanta Technical College external site Atlanta, Georgia	28 graduated with Less than one year certificate
Computer Programming, Specific Applications	Rochester Institute of Technology external site Rochester, New York	27 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Programming/Programmer, General	DSDT external site Detroit, Michigan	28 graduated with Less than 12 weeks certificate
Computer Programming/Programmer, General	Norco College external site Norco, California	17 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Tallahassee Community College external site Tallahassee, Florida	16 graduated with Less than one year certificate 12 graduated with Associate’s degree
Computer Science	Bowdoin College external site Brunswick, Maine	23 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Science	Harding University external site Searcy, Arkansas	27 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	The Catholic University of America external site Washington, District of Columbia	10 graduated with Bachelor’s degree 18 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	28 graduated with Bachelor’s degree
Computer Software Engineering	Loyola University Chicago external site Chicago, Illinois	15 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 12 graduated with Master’s degree
Data Science, General	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	28 graduated with Master’s degree
Information Science/Studies	Harvard University external site Cambridge, Massachusetts	28 graduated with Master’s degree
Information Science/Studies	Loyola University Maryland external site Baltimore, Maryland	13 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major) 10 graduated with Master’s degree
Information Technology	Carteret Community College external site Morehead City, North Carolina	25 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Columbia State Community College external site Columbia, Tennessee	0 graduated with Less than one year certificate 28 graduated with Associate’s degree
Information Technology	Georgia Southern University external site Statesboro, Georgia	15 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Technology	Golden Gate University external site San Francisco, California	0 graduated with Postbaccalaureate certificate 28 graduated with Master’s degree
Information Technology	Tarleton State University external site Stephenville, Texas	28 graduated with Bachelor’s degree
Information Technology	University of Arkansas Grantham external site LIttle Rock, Arkansas	28 graduated with Master’s degree
Information Technology	University of North Texas at Dallas external site Dallas, Texas	28 graduated with Bachelor’s degree
Information Technology	Victor Valley College external site Victorville, California	0 graduated with Less than one year certificate 28 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Naval Postgraduate School external site Monterey, California	17 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Brigham Young University-Idaho external site Rexburg, Idaho	27 graduated with Bachelor’s degree
Computer Engineering, General	Illinois Institute of Technology external site Chicago, Illinois	21 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Old Dominion University external site Norfolk, Virginia	26 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	The University of Alabama external site Tuscaloosa, Alabama	27 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Champlain College external site Burlington, Vermont	12 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Francis Tuttle Technology Center external site Oklahoma City, Oklahoma	5 graduated with Less than one year certificate 22 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Laney College external site Oakland, California	9 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 18 graduated with Associate’s degree
Computer Programming/Programmer, General	Reedley College external site Reedley, California	22 graduated with Less than one year certificate 5 graduated with Associate’s degree
Computer Science	CUNY Bronx Community College external site Bronx, New York	27 graduated with Associate’s degree
Computer Science	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree 9 graduated with Master’s degree 18 graduated with Doctor’s degree – research/scholarship
Computer Science	Louisiana State University-Shreveport external site Shreveport, Louisiana	27 graduated with Bachelor’s degree
Computer Science	Oklahoma Christian University external site Edmond, Oklahoma	11 graduated with Bachelor’s degree 16 graduated with Master’s degree
Computer Science	University of Pittsburgh-Johnstown external site Johnstown, Pennsylvania	27 graduated with Bachelor’s degree
Computer Science	University of Puerto Rico-Rio Piedras external site San Juan, Puerto Rico	27 graduated with Bachelor’s degree
Computer Science	University of Southern Indiana external site Evansville, Indiana	27 graduated with Bachelor’s degree
Computer Science	Youngstown State University external site Youngstown, Ohio	27 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Software Engineering	Florida Institute of Technology external site Melbourne, Florida	17 graduated with Bachelor’s degree 10 graduated with Master’s degree
Economics and Computer Science	Duke University external site Durham, North Carolina	27 graduated with Master’s degree
Informatics	San Jose State University external site San Jose, California	27 graduated with Master’s degree
Information Science/Studies	Binghamton University external site Vestal, New York	27 graduated with Master’s degree
Information Science/Studies	Wright State University-Main Campus external site Dayton, Ohio	8 graduated with Bachelor’s degree 10 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Information Technology	Barstow Community College external site Barstow, California	14 graduated with Less than one year certificate 13 graduated with Associate’s degree
Information Technology	Chattanooga State Community College external site Chattanooga, Tennessee	27 graduated with Associate’s degree
Information Technology	CUNY Stella and Charles Guttman Community College external site New York, New York	27 graduated with Associate’s degree
Information Technology	Ferris State University external site Big Rapids, Michigan	3 graduated with Associate’s degree 24 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Fresno City College external site Fresno, California	9 graduated with Less than one year certificate 18 graduated with Associate’s degree
Information Technology	Georgia Military College external site Milledgeville, Georgia	27 graduated with Associate’s degree
Information Technology	Governors State University external site University Park, Illinois	27 graduated with Bachelor’s degree
Information Technology	Lawrence Technological University external site Southfield, Michigan	11 graduated with Bachelor’s degree 16 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Robert Morris University external site Moon Township, Pennsylvania	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 24 graduated with Master’s degree
Computer Engineering, General	Florida State University external site Tallahassee, Florida	26 graduated with Bachelor’s degree
Computer Engineering, General	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	26 graduated with Bachelor’s degree
Computer Engineering, General	University of Akron Main Campus external site Akron, Ohio	26 graduated with Bachelor’s degree
Computer Game Programming	Champlain College external site Burlington, Vermont	26 graduated with Bachelor’s degree
Computer Programming, Specific Applications	North Seattle College external site Seattle, Washington	26 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Minneapolis Community and Technical College external site Minneapolis, Minnesota	0 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Computer Programming/Programmer, General	Tulsa Technology Center external site Tulsa, Oklahoma	26 graduated with Less than one year certificate
Computer Science	Austin Peay State University external site Clarksville, Tennessee	26 graduated with Bachelor’s degree
Computer Science	California Lutheran University external site Thousand Oaks, California	26 graduated with Bachelor’s degree
Computer Science	Cerritos College external site Norwalk, California	26 graduated with Associate’s degree
Computer Science	County College of Morris external site Randolph, New Jersey	26 graduated with Associate’s degree
Computer Science	CUNY New York City College of Technology external site Brooklyn, New York	25 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Computer Science	High Point University external site High Point, North Carolina	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Inter American University of Puerto Rico-Ponce external site Mercedita, Puerto Rico	0 graduated with Associate’s degree 26 graduated with Bachelor’s degree
Computer Science	Iona University external site New Rochelle, New York	23 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	Saint Johns University external site Collegeville, Minnesota	24 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Santa Rosa Junior College external site Santa Rosa, California	26 graduated with Associate’s degree
Computer Science	University of North Carolina Asheville external site Asheville, North Carolina	26 graduated with Bachelor’s degree
Computer Science	University of South Carolina-Columbia external site Columbia, South Carolina	18 graduated with Master’s degree 8 graduated with Doctor’s degree – research/scholarship
Informatics	University of Iowa external site Iowa City, Iowa	20 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 0 graduated with Post-master’s certificate 3 graduated with Doctor’s degree – research/scholarship
Informatics	University of North Florida external site Jacksonville, Florida	26 graduated with Bachelor’s degree
Information Science/Studies	North Central Texas College external site Gainesville, Texas	3 graduated with One but less than two years certificate 23 graduated with Associate’s degree
Information Science/Studies	Oakton College external site Des Plaines, Illinois	26 graduated with Less than one year certificate
Information Science/Studies	University of Houston-Victoria external site Victoria, Texas	15 graduated with Bachelor’s degree 11 graduated with Master’s degree
Information Technology	California Lutheran University external site Thousand Oaks, California	26 graduated with Master’s degree
Information Technology	Harding University external site Searcy, Arkansas	25 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Montgomery County Community College external site Blue Bell, Pennsylvania	26 graduated with Associate’s degree
Information Technology	Southwest Tennessee Community College external site Memphis, Tennessee	2 graduated with Less than one year certificate 24 graduated with Associate’s degree
Mathematics and Computer Science	Columbia University in the City of New York external site New York, New York	23 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Artificial Intelligence	University of Missouri-St Louis external site Saint Louis, Missouri	6 graduated with One but less than two years certificate 19 graduated with Postbaccalaureate certificate
Cloud Computing	Northshore Technical Community College external site Lacombe, Louisiana	25 graduated with Less than 12 weeks certificate
Computer Engineering, General	The University of Tennessee-Knoxville external site Knoxville, Tennessee	19 graduated with Bachelor’s degree 5 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Utah State University external site Logan, Utah	18 graduated with Bachelor’s degree 7 graduated with Master’s degree
Computer Programming/Programmer, General	Bellevue College external site Bellevue, Washington	4 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Computer Programming/Programmer, General	CUNY LaGuardia Community College external site Long Island City, New York	25 graduated with Associate’s degree
Computer Programming/Programmer, General	Northcentral Technical College external site Wausau, Wisconsin	18 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Pasco-Hernando State College external site New Port Richey, Florida	2 graduated with Less than one year certificate 23 graduated with Associate’s degree
Computer Programming/Programmer, General	Red Rocks Community College external site Lakewood, Colorado	8 graduated with Less than one year certificate 17 graduated with Associate’s degree
Computer Programming/Programmer, General	South Louisiana Community College external site Lafayette, Louisiana	18 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	State Technical College of Missouri external site Linn, Missouri	25 graduated with Associate’s degree
Computer Science	Central New Mexico Community College external site Albuquerque, New Mexico	25 graduated with Associate’s degree
Computer Science	College of San Mateo external site San Mateo, California	25 graduated with Associate’s degree
Computer Science	Duquesne University external site Pittsburgh, Pennsylvania	19 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree
Computer Science	George Mason University external site Fairfax, Virginia	25 graduated with Bachelor’s degree
Computer Science	Idaho State University external site Pocatello, Idaho	22 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	Long Beach City College external site Long Beach, California	9 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Computer Science	Loyola University Maryland external site Baltimore, Maryland	25 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Norco College external site Norco, California	25 graduated with Associate’s degree
Computer Science	North Hennepin Community College external site Brooklyn Park, Minnesota	25 graduated with Associate’s degree
Computer Science	Seattle Pacific University external site Seattle, Washington	25 graduated with Bachelor’s degree
Computer Science	SUNY at Fredonia external site Fredonia, New York	25 graduated with Bachelor’s degree
Computer Science	Webster University external site Saint Louis, Missouri	25 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Western New England University external site Springfield, Massachusetts	25 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Xavier University external site Cincinnati, Ohio	0 graduated with Less than one year certificate 23 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Florida Atlantic University external site Boca Raton, Florida	3 graduated with Bachelor’s degree 22 graduated with Master’s degree
Data Science, General	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	2 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Information Science/Studies	Ramapo College of New Jersey external site Mahwah, New Jersey	25 graduated with Bachelor’s degree
Information Technology	Bunker Hill Community College external site Boston, Massachusetts	5 graduated with Less than one year certificate 20 graduated with Associate’s degree
Information Technology	Crowder College external site Neosho, Missouri	24 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Information Technology	Delgado Community College external site New Orleans, Louisiana	25 graduated with Associate’s degree
Information Technology	Erie Community College external site Buffalo, New York	25 graduated with Associate’s degree
Information Technology	Hallmark University external site San Antonio, Texas	25 graduated with Associate’s degree
Information Technology	Mt San Jacinto Community College District external site San Jacinto, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 25 graduated with Associate’s degree
Information Technology	Strayer University-Texas external site Farmers Branch, Texas	25 graduated with Bachelor’s degree
Information Technology	University of Maine external site Orono, Maine	5 graduated with Postbaccalaureate certificate 20 graduated with Master’s degree
Information Technology	Washington University in St Louis external site Saint Louis, Missouri	25 graduated with Bachelor’s degree
Mathematics and Computer Science	University of North Carolina at Charlotte external site Charlotte, North Carolina	25 graduated with Bachelor’s degree
Artificial Intelligence	Rochester Institute of Technology external site Rochester, New York	24 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Cloud Computing	Delgado Community College external site New Orleans, Louisiana	24 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Engineering, General	University of Hawaii at Manoa external site Honolulu, Hawaii	24 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Champlain College external site Burlington, Vermont	24 graduated with Less than one year certificate
Computer Programming/Programmer, General	Des Moines Area Community College external site Ankeny, Iowa	5 graduated with Less than one year certificate 19 graduated with One but less than two years certificate
Computer Programming/Programmer, General	MiraCosta College external site Oceanside, California	14 graduated with Less than one year certificate 10 graduated with Associate’s degree
Computer Programming/Programmer, General	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	17 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Youngstown State University external site Youngstown, Ohio	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree 23 graduated with Master’s degree
Computer Science	Aurora University external site Aurora, Illinois	23 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	College of the Desert external site Palm Desert, California	24 graduated with Associate’s degree
Computer Science	Gustavus Adolphus College external site Saint Peter, Minnesota	24 graduated with Bachelor’s degree
Computer Science	Knox College external site Galesburg, Illinois	21 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	North Central College external site Naperville, Illinois	24 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Santa Ana College external site Santa Ana, California	6 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 18 graduated with Associate’s degree
Computer Science	Suffolk University external site Boston, Massachusetts	23 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	The College of Wooster external site Wooster, Ohio	23 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of the District of Columbia external site Washington, District of Columbia	19 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Software Engineering	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	24 graduated with Bachelor’s degree
Computer Software Technology/Technician	Sam Houston State University external site Huntsville, Texas	24 graduated with Bachelor’s degree
Computer Software Technology/Technician	Zane State College external site Zanesville, Ohio	13 graduated with Less than 12 weeks certificate 11 graduated with Less than one year certificate
Information Science/Studies	Bossier Parish Community College external site Bossier City, Louisiana	24 graduated with Associate’s degree
Information Science/Studies	Florida Institute of Technology external site Melbourne, Florida	24 graduated with Master’s degree
Information Science/Studies	Merrimack College external site North Andover, Massachusetts	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 1 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Information Science/Studies	Ottawa University-Kansas City external site Overland Park, Kansas	0 graduated with Bachelor’s degree 19 graduated with Master’s degree 5 graduated with Master’s degree (second major) 0 graduated with Post-master’s certificate
Information Science/Studies	University of Arkansas Grantham external site LIttle Rock, Arkansas	24 graduated with Bachelor’s degree
Information Technology	Alamance Community College external site Graham, North Carolina	9 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 13 graduated with Associate’s degree
Information Technology	California State Polytechnic University-Pomona external site Pomona, California	24 graduated with Master’s degree
Information Technology	Coastal Carolina Community College external site Jacksonville, North Carolina	3 graduated with Less than one year certificate 21 graduated with Associate’s degree
Information Technology	Loyola University Chicago external site Chicago, Illinois	13 graduated with Bachelor’s degree 11 graduated with Master’s degree
Information Technology	Nash Community College external site Rocky Mount, North Carolina	11 graduated with Less than one year certificate 13 graduated with Associate’s degree
Information Technology	Roane State Community College external site Harriman, Tennessee	1 graduated with Less than one year certificate 23 graduated with Associate’s degree
Information Technology	Sampson Community College external site Clinton, North Carolina	12 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	UCNJ Union College of Union County, NJ external site Cranford, New Jersey	24 graduated with Associate’s degree
Information Technology	University of Toledo external site Toledo, Ohio	24 graduated with Bachelor’s degree
Information Technology	Vance-Granville Community College external site Henderson, North Carolina	2 graduated with Less than one year certificate 22 graduated with Associate’s degree
Information Technology	Walters State Community College external site Morristown, Tennessee	24 graduated with Associate’s degree
Information Technology	Western Maricopa Education Center external site Glendale, Arizona	24 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	University of California-Santa Cruz external site Santa Cruz, California	24 graduated with Master’s degree
Computer Engineering, General	California State University-Fresno external site Fresno, California	15 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Engineering, General	Grand Valley State University external site Allendale, Michigan	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	University of Rhode Island external site Kingston, Rhode Island	23 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Hinds Community College external site Raymond, Mississippi	18 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Programming/Programmer, General	College of San Mateo external site San Mateo, California	13 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Computer Programming/Programmer, General	Grayson College external site Denison, Texas	10 graduated with Less than one year certificate 13 graduated with Associate’s degree
Computer Programming/Programmer, General	Macomb Community College external site Warren, Michigan	2 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Computer Programming/Programmer, General	Mott Community College external site Flint, Michigan	11 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Computer Programming/Programmer, General	Southwestern College external site Winfield, Kansas	23 graduated with Bachelor’s degree
Computer Science	Clayton State University external site Morrow, Georgia	23 graduated with Bachelor’s degree
Computer Science	Collin County Community College District external site McKinney, Texas	23 graduated with Associate’s degree
Computer Science	Estrella Mountain Community College external site Avondale, Arizona	23 graduated with Associate’s degree
Computer Science	Evergreen Valley College external site San Jose, California	23 graduated with Associate’s degree
Computer Science	Georgia College & State University external site Milledgeville, Georgia	23 graduated with Bachelor’s degree
Computer Science	Georgia Southwestern State University external site Americus, Georgia	4 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Computer Science	Inter American University of Puerto Rico-Arecibo external site Arecibo, Puerto Rico	4 graduated with Associate’s degree 19 graduated with Bachelor’s degree
Computer Science	Northampton County Area Community College external site Bethlehem, Pennsylvania	23 graduated with Associate’s degree
Computer Science	Quinnipiac University external site Hamden, Connecticut	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Sierra College external site Rocklin, California	23 graduated with Associate’s degree
Computer Science	SUNY Westchester Community College external site Valhalla, New York	23 graduated with Associate’s degree
Computer Science	Tacoma Community College external site Tacoma, Washington	23 graduated with Associate’s degree
Computer Science	The University of Montana external site Missoula, Montana	20 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	University of Alaska Anchorage external site Anchorage, Alaska	23 graduated with Bachelor’s degree
Computer Science	University of Central Oklahoma external site Edmond, Oklahoma	23 graduated with Master’s degree
Computer Science	Utah Tech University external site Saint George, Utah	22 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Embry-Riddle Aeronautical University-Prescott external site Prescott, Arizona	23 graduated with Bachelor’s degree
Computer Software Engineering	Utah Valley University external site Orem, Utah	23 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Eau Claire external site Eau Claire, Wisconsin	6 graduated with Postbaccalaureate certificate 17 graduated with Master’s degree
Information Science/Studies	George Mason University external site Fairfax, Virginia	0 graduated with Postbaccalaureate certificate 23 graduated with Master’s degree
Information Science/Studies	Grand Valley State University external site Allendale, Michigan	23 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Science/Studies	Niagara County Community College external site Sanborn, New York	23 graduated with Associate’s degree
Information Science/Studies	SUNY Polytechnic Institute external site Utica, New York	10 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Science/Studies	University of Puerto Rico-Rio Piedras external site San Juan, Puerto Rico	23 graduated with Master’s degree
Information Technology	American InterContinental University-Atlanta external site Atlanta, Georgia	17 graduated with Bachelor’s degree 6 graduated with Master’s degree
Information Technology	Brand College external site Glendale, California	23 graduated with Less than 12 weeks certificate
Information Technology	Cleveland State Community College external site Cleveland, Tennessee	12 graduated with Less than one year certificate 11 graduated with Associate’s degree
Information Technology	East Los Angeles College external site Monterey Park, California	8 graduated with Less than one year certificate 15 graduated with Associate’s degree
Information Technology	Raritan Valley Community College external site Branchburg, New Jersey	23 graduated with Associate’s degree
Information Technology	Southeastern Louisiana University external site Hammond, Louisiana	23 graduated with Bachelor’s degree
Information Technology	Strayer University-Florida external site Tampa, Florida	23 graduated with Bachelor’s degree
Information Technology	The University of Texas at Tyler external site Tyler, Texas	23 graduated with Bachelor’s degree
Information Technology	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	23 graduated with Bachelor’s degree
Artificial Intelligence	Boston University external site Boston, Massachusetts	22 graduated with Master’s degree
Computer Engineering, General	Jackson State University external site Jackson, Mississippi	22 graduated with Bachelor’s degree
Computer Engineering, General	University of Nevada-Las Vegas external site Las Vegas, Nevada	22 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Game Programming	Miami University-Oxford external site Oxford, Ohio	22 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Henry Ford College external site Dearborn, Michigan	22 graduated with Less than one year certificate
Computer Programming, Specific Applications	Pasco-Hernando State College external site New Port Richey, Florida	22 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Washtenaw Community College external site Ann Arbor, Michigan	22 graduated with Less than one year certificate
Computer Programming/Programmer, General	Bridgerland Technical College external site Logan, Utah	22 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Daytona State College external site Daytona Beach, Florida	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 22 graduated with Associate’s degree
Computer Programming/Programmer, General	Lane Community College external site Eugene, Oregon	17 graduated with Less than one year certificate 5 graduated with Associate’s degree
Computer Programming/Programmer, General	Missouri Southern State University external site Joplin, Missouri	19 graduated with Associate’s degree 3 graduated with Associate’s degree (second major)
Computer Science	Allan Hancock College external site Santa Maria, California	22 graduated with Associate’s degree
Computer Science	Allegheny College external site Meadville, Pennsylvania	20 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Cabrillo College external site Aptos, California	0 graduated with Less than one year certificate 22 graduated with Associate’s degree
Computer Science	Dutchess Community College external site Poughkeepsie, New York	22 graduated with Associate’s degree
Computer Science	Green River College external site Auburn, Washington	22 graduated with Associate’s degree
Computer Science	Minnesota State University Moorhead external site Moorhead, Minnesota	21 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Odessa College external site Odessa, Texas	22 graduated with Associate’s degree
Computer Science	University of Louisiana at Monroe external site Monroe, Louisiana	22 graduated with Bachelor’s degree
Computer Science	Western Carolina University external site Cullowhee, North Carolina	22 graduated with Bachelor’s degree
Computer Science	Western Kentucky University external site Bowling Green, Kentucky	22 graduated with Bachelor’s degree
Informatics	Saint Louis University external site Saint Louis, Missouri	4 graduated with Postbaccalaureate certificate 18 graduated with Master’s degree
Information Science/Studies	Bradley University external site Peoria, Illinois	13 graduated with Bachelor’s degree 9 graduated with Master’s degree
Information Science/Studies	Clemson University external site Clemson, South Carolina	22 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-North Carolina external site Greensboro, North Carolina	0 graduated with One but less than two years certificate 14 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Information Science/Studies	University of South Carolina-Columbia external site Columbia, South Carolina	22 graduated with Bachelor’s degree
Information Technology	Eastern Florida State College external site Melbourne, Florida	7 graduated with Less than one year certificate 15 graduated with Associate’s degree
Information Technology	San Jose City College external site San Jose, California	22 graduated with Less than one year certificate
Information Technology	St. Joseph's University-New York external site Brooklyn, New York	1 graduated with Less than one year certificate 21 graduated with Bachelor’s degree
Information Technology	University of Maine at Augusta external site Augusta, Maine	5 graduated with Associate’s degree 17 graduated with Bachelor’s degree
Information Technology	University of Management and Technology external site Arlington, Virginia	0 graduated with Less than one year certificate 6 graduated with Associate’s degree 13 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Information Technology	University of Michigan-Dearborn external site Dearborn, Michigan	22 graduated with Master’s degree
Cloud Computing	Purdue University Global external site West Lafayette, Indiana	18 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate
Computer Engineering, General	Milwaukee School of Engineering external site Milwaukee, Wisconsin	21 graduated with Bachelor’s degree
Computer Engineering, General	University of West Florida external site Pensacola, Florida	21 graduated with Bachelor’s degree
Computer Game Programming	University of Advancing Technology external site Tempe, Arizona	5 graduated with Associate’s degree 16 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Florida SouthWestern State College external site Fort Myers, Florida	5 graduated with Less than one year certificate 16 graduated with Associate’s degree
Computer Science	Augustana College external site Rock Island, Illinois	18 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Chaffey College external site Rancho Cucamonga, California	21 graduated with Associate’s degree
Computer Science	El Camino Community College District external site Torrance, California	19 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Fayetteville State University external site Fayetteville, North Carolina	21 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Science	Indiana University-Southeast external site New Albany, Indiana	21 graduated with Bachelor’s degree
Computer Science	Las Positas College external site Livermore, California	21 graduated with Associate’s degree
Computer Science	MiraCosta College external site Oceanside, California	21 graduated with Associate’s degree
Computer Science	Modesto Junior College external site Modesto, California	21 graduated with Associate’s degree
Computer Science	Quincy College external site Quincy, Massachusetts	5 graduated with Less than one year certificate 16 graduated with Associate’s degree
Computer Science	Saint Edward's University external site Austin, Texas	21 graduated with Bachelor’s degree
Computer Science	Skyline College external site San Bruno, California	21 graduated with Associate’s degree
Computer Science	Southwest Baptist University external site Bolivar, Missouri	21 graduated with Bachelor’s degree
Computer Science	SUNY College at Plattsburgh external site Plattsburgh, New York	21 graduated with Bachelor’s degree
Computer Software Engineering	Shippensburg University of Pennsylvania external site Shippensburg, Pennsylvania	19 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Computer Software Engineering	University of Miami external site Coral Gables, Florida	21 graduated with Bachelor’s degree
Computer Software Technology/Technician	Klamath Community College external site Klamath Falls, Oregon	14 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Data Science, General	Willamette University external site Salem, Oregon	9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Informatics	University of Wisconsin-Stout external site Menomonie, Wisconsin	20 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	College of Charleston external site Charleston, South Carolina	21 graduated with Bachelor’s degree
Information Science/Studies	Connecticut State Community College external site Hartford, Connecticut	2 graduated with Less than one year certificate 19 graduated with Associate’s degree
Information Science/Studies	Luther College external site Decorah, Iowa	15 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Information Science/Studies	SUNY Broome Community College external site Binghamton, New York	21 graduated with Associate’s degree
Information Science/Studies	Texas A&M University-Central Texas external site Killeen, Texas	21 graduated with Master’s degree
Information Science/Studies	University of Michigan-Flint external site Flint, Michigan	21 graduated with Bachelor’s degree
Information Science/Studies	University of North Carolina at Greensboro external site Greensboro, North Carolina	21 graduated with Bachelor’s degree
Information Science/Studies	University of Oklahoma-Norman Campus external site Norman, Oklahoma	21 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Technology	Augusta University external site Augusta, Georgia	21 graduated with Bachelor’s degree
Information Technology	Austin Peay State University external site Clarksville, Tennessee	21 graduated with Bachelor’s degree
Information Technology	Campbell University external site Buies Creek, North Carolina	1 graduated with Associate’s degree 18 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	CUNY Queensborough Community College external site Bayside, New York	0 graduated with One but less than two years certificate 21 graduated with Associate’s degree
Information Technology	DeVry University-Texas external site Irving, Texas	19 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Information Technology	Hawaii Community College external site Hilo, Hawaii	13 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Information Technology	Merced College external site Merced, California	3 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Information Technology	Middlesex College external site Edison, New Jersey	21 graduated with Associate’s degree
Information Technology	Southern West Virginia Community and Technical College external site Logan, West Virginia	10 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Information Technology	University of Houston-Clear Lake external site Houston, Texas	21 graduated with Bachelor’s degree
Information Technology	University of South Carolina-Upstate external site Spartanburg, South Carolina	21 graduated with Bachelor’s degree
Computer Engineering, General	Marquette University external site Milwaukee, Wisconsin	20 graduated with Bachelor’s degree
Computer Engineering, General	Portland State University external site Portland, Oregon	20 graduated with Bachelor’s degree
Computer Engineering, General	University of Washington-Bothell Campus external site Bothell, Washington	20 graduated with Bachelor’s degree
Computer Engineering, General	Virginia Commonwealth University external site Richmond, Virginia	20 graduated with Bachelor’s degree
Computer Game Programming	East Carolina University external site Greenville, North Carolina	20 graduated with Less than one year certificate
Computer Programming, Specific Applications	Indian Hills Community College external site Ottumwa, Iowa	20 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	William T McFatter Technical College external site Davie, Florida	20 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Iowa Western Community College external site Council Bluffs, Iowa	20 graduated with Less than one year certificate
Computer Programming/Programmer, General	Mercer County Community College external site West Windsor, New Jersey	20 graduated with Associate’s degree
Computer Programming/Programmer, General	Rose State College external site Midwest City, Oklahoma	12 graduated with Less than one year certificate 8 graduated with Associate’s degree
Computer Science	Capital University external site Columbus, Ohio	14 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	Glendale Community College external site Glendale, Arizona	20 graduated with Associate’s degree
Computer Science	Indiana State University external site Terre Haute, Indiana	20 graduated with Master’s degree
Computer Science	John Carroll University external site University Heights, Ohio	18 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Onondaga Community College external site Syracuse, New York	20 graduated with Associate’s degree
Computer Science	Renton Technical College external site Renton, Washington	20 graduated with Associate’s degree
Computer Science	Southwestern College external site Winfield, Kansas	20 graduated with Bachelor’s degree
Computer Science	University of Minnesota-Morris external site Morris, Minnesota	20 graduated with Bachelor’s degree
Computer Science	Washington and Lee University external site Lexington, Virginia	14 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Data Science, General	Kennesaw State University external site Kennesaw, Georgia	0 graduated with Bachelor’s degree 16 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Northwood University external site Midland, Michigan	19 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Pennsylvania State University-Penn State Lehigh Valley external site Center Valley, Pennsylvania	20 graduated with Bachelor’s degree
Information Science/Studies	University of Akron Main Campus external site Akron, Ohio	11 graduated with Bachelor’s degree 9 graduated with Master’s degree
Information Science/Studies	University of Wisconsin-Green Bay external site Green Bay, Wisconsin	17 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Science/Studies	Wentworth Institute of Technology external site Boston, Massachusetts	20 graduated with Bachelor’s degree
Information Technology	Alliant International University-San Diego external site San Diego, California	0 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Information Technology	Atlanta Metropolitan State College external site Atlanta, Georgia	20 graduated with Less than one year certificate
Information Technology	Bladen Community College external site Dublin, North Carolina	8 graduated with Less than one year certificate 7 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	East Central University external site Ada, Oklahoma	20 graduated with Bachelor’s degree
Information Technology	Fordham University external site Bronx, New York	6 graduated with Bachelor’s degree 14 graduated with Master’s degree
Information Technology	Isothermal Community College external site Spindale, North Carolina	13 graduated with Less than one year certificate 7 graduated with Associate’s degree
Information Technology	New York Institute of Technology external site Old Westbury, New York	20 graduated with Bachelor’s degree
Information Technology	The University of Texas at El Paso external site El Paso, Texas	20 graduated with Bachelor’s degree
Information Technology	University of Pittsburgh-Greensburg external site Greensburg, Pennsylvania	20 graduated with Bachelor’s degree
Artificial Intelligence	Brandeis University external site Waltham, Massachusetts	19 graduated with Master’s degree
Artificial Intelligence	Full Sail University external site Winter Park, Florida	0 graduated with Associate’s degree 19 graduated with Bachelor’s degree
Artificial Intelligence	Milwaukee School of Engineering external site Milwaukee, Wisconsin	19 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Engineering, General	Kansas State University external site Manhattan, Kansas	19 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Engineering, General	Miami University-Oxford external site Oxford, Ohio	18 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Minnesota State University-Mankato external site Mankato, Minnesota	19 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Georgia Piedmont Technical College external site Clarkston, Georgia	19 graduated with Less than one year certificate
Computer Programming/Programmer, General	Clemson University external site Clemson, South Carolina	0 graduated with Postbaccalaureate certificate 19 graduated with Master’s degree
Computer Programming/Programmer, General	Lakeshore Technical College external site Cleveland, Wisconsin	13 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	North Seattle College external site Seattle, Washington	7 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Computer Programming/Programmer, General	Northeast Wisconsin Technical College external site Green Bay, Wisconsin	19 graduated with Associate’s degree
Computer Science	Antelope Valley Community College District external site Lancaster, California	19 graduated with Associate’s degree
Computer Science	Bryn Mawr College external site Bryn Mawr, Pennsylvania	18 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Champlain College external site Burlington, Vermont	19 graduated with Bachelor’s degree
Computer Science	Georgia Southern University external site Statesboro, Georgia	19 graduated with Master’s degree
Computer Science	Johnson & Wales University-Providence external site Providence, Rhode Island	19 graduated with Bachelor’s degree
Computer Science	Missouri Western State University external site Saint Joseph, Missouri	19 graduated with Bachelor’s degree
Computer Science	Rider University external site Lawrenceville, New Jersey	19 graduated with Bachelor’s degree
Computer Science	Rochester Community and Technical College external site Rochester, Minnesota	19 graduated with Associate’s degree
Computer Science	Santiago Canyon College external site Orange, California	19 graduated with Associate’s degree
Computer Science	University of Advancing Technology external site Tempe, Arizona	8 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Computer Science	University of Puget Sound external site Tacoma, Washington	16 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	University of Scranton external site Scranton, Pennsylvania	17 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Ursinus College external site Collegeville, Pennsylvania	17 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	West Texas A & M University external site Canyon, Texas	19 graduated with Bachelor’s degree
Computer Software Engineering	Illinois Institute of Technology external site Chicago, Illinois	19 graduated with Master’s degree
Computer Software Engineering	Saint Cloud State University external site Saint Cloud, Minnesota	16 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Software Engineering	West Virginia University external site Morgantown, West Virginia	19 graduated with Master’s degree
Data Science, General	College of Charleston external site Charleston, South Carolina	14 graduated with Bachelor’s degree 5 graduated with Master’s degree
Data Science, General	Michigan Technological University external site Houghton, Michigan	0 graduated with Bachelor’s degree 3 graduated with Postbaccalaureate certificate 16 graduated with Master’s degree
Data Science, General	University of Oregon external site Eugene, Oregon	12 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Informatics	Northern Arizona University external site Flagstaff, Arizona	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree 12 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Fordham University external site Bronx, New York	19 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Science/Studies	Purdue University-Main Campus external site West Lafayette, Indiana	19 graduated with Postbaccalaureate certificate
Information Science/Studies	University of Baltimore external site Baltimore, Maryland	1 graduated with Two but less than 4 years certificate 18 graduated with Bachelor’s degree
Information Science/Studies	Westfield State University external site Westfield, Massachusetts	18 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Brigham Young University external site Provo, Utah	19 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	California State University-Dominguez Hills external site Carson, California	19 graduated with Bachelor’s degree
Information Technology	College of the Albemarle external site Elizabeth City, North Carolina	12 graduated with Less than one year certificate 7 graduated with Associate’s degree
Information Technology	Columbus State University external site Columbus, Georgia	19 graduated with Bachelor’s degree
Information Technology	Edgecombe Community College external site Tarboro, North Carolina	9 graduated with Less than one year certificate 5 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	El Camino Community College District external site Torrance, California	0 graduated with One but less than two years certificate 19 graduated with Associate’s degree
Information Technology	Motlow State Community College external site Tullahoma, Tennessee	19 graduated with Associate’s degree
Information Technology	Oregon Institute of Technology external site Klamath Falls, Oregon	19 graduated with Bachelor’s degree
Information Technology	Wilson Community College external site Wilson, North Carolina	13 graduated with Less than one year certificate 6 graduated with Associate’s degree
Cloud Computing	George Washington University external site Washington, District of Columbia	18 graduated with Master’s degree
Computer Engineering, General	Florida Institute of Technology external site Melbourne, Florida	10 graduated with Bachelor’s degree 6 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Florida Polytechnic University external site Lakeland, Florida	0 graduated with Associate’s degree 18 graduated with Bachelor’s degree
Computer Engineering, General	St. Mary's University external site San Antonio, Texas	10 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Engineering, General	University of Hartford external site West Hartford, Connecticut	3 graduated with Associate’s degree 15 graduated with Bachelor’s degree
Computer Game Programming	SUNY College of Technology at Canton external site Canton, New York	18 graduated with Bachelor’s degree
Computer Programming, Specific Applications	DSDT external site Detroit, Michigan	0 graduated with Less than 12 weeks certificate 18 graduated with Less than one year certificate
Computer Programming/Programmer, General	Flint Hills Technical College external site Emporia, Kansas	14 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Gavilan College external site Gilroy, California	1 graduated with Less than one year certificate 17 graduated with Associate’s degree
Computer Programming/Programmer, General	Itawamba Community College external site Fulton, Mississippi	9 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Computer Science	Baker College external site Owosso, Michigan	18 graduated with Bachelor’s degree
Computer Science	Commonwealth University of Pennsylvania external site Bloomsburg, Pennsylvania	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Crafton Hills College external site Yucaipa, California	18 graduated with Associate’s degree
Computer Science	Creighton University external site Omaha, Nebraska	0 graduated with Associate’s degree 16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	CUNY Kingsborough Community College external site Brooklyn, New York	18 graduated with Associate’s degree
Computer Science	Denison University external site Granville, Ohio	16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Drew University external site Madison, New Jersey	18 graduated with Bachelor’s degree
Computer Science	Gettysburg College external site Gettysburg, Pennsylvania	14 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Lewis & Clark College external site Portland, Oregon	14 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Messiah University external site Mechanicsburg, Pennsylvania	16 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Pacific Lutheran University external site Tacoma, Washington	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Piedmont Virginia Community College external site Charlottesville, Virginia	18 graduated with Associate’s degree
Computer Science	Saint Martin's University external site Lacey, Washington	0 graduated with Less than one year certificate 7 graduated with Bachelor’s degree 11 graduated with Master’s degree
Computer Science	St. Joseph's University-New York external site Brooklyn, New York	18 graduated with Bachelor’s degree
Computer Science	Virginia Military Institute external site Lexington, Virginia	18 graduated with Bachelor’s degree
Computer Science	Walsh University external site North Canton, Ohio	1 graduated with Less than one year certificate 0 graduated with Associate’s degree 11 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	William Jessup University external site Rocklin, California	6 graduated with Bachelor’s degree 12 graduated with Master’s degree
Computer Software Engineering	DePaul University external site Chicago, Illinois	18 graduated with Master’s degree
Computer Software Engineering	Western Governors University external site Salt Lake City, Utah	18 graduated with Bachelor’s degree
Data Science, General	John Carroll University external site University Heights, Ohio	11 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Data Science, General	University of Delaware external site Newark, Delaware	18 graduated with Master’s degree
Informatics	University of North Carolina at Greensboro external site Greensboro, North Carolina	18 graduated with Master’s degree
Information Science/Studies	City Colleges of Chicago-Wilbur Wright College external site Chicago, Illinois	18 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Savannah State University external site Savannah, Georgia	18 graduated with Bachelor’s degree
Information Science/Studies	State University of New York at Oswego external site Oswego, New York	18 graduated with Bachelor’s degree
Information Science/Studies	Texas A & M International University external site Laredo, Texas	18 graduated with Master’s degree
Information Science/Studies	University of Louisiana at Monroe external site Monroe, Louisiana	18 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Science/Studies	University of Michigan-Dearborn external site Dearborn, Michigan	18 graduated with Master’s degree
Information Science/Studies	University of Pittsburgh-Johnstown external site Johnstown, Pennsylvania	15 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Information Science/Studies	Wayne State College external site Wayne, Nebraska	12 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Information Technology	Black Hawk College external site Moline, Illinois	14 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Chabot College external site Hayward, California	18 graduated with Associate’s degree
Information Technology	Emporia State University external site Emporia, Kansas	18 graduated with Master’s degree
Information Technology	Frostburg State University external site Frostburg, Maryland	18 graduated with Bachelor’s degree
Information Technology	King University external site Bristol, Tennessee	18 graduated with Bachelor’s degree
Information Technology	Miami University-Hamilton external site Hamilton, Ohio	18 graduated with Bachelor’s degree
Information Technology	San Diego Mesa College external site San Diego, California	2 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Information Technology	Strayer University-Tennessee external site Memphis, Tennessee	18 graduated with Bachelor’s degree
Information Technology	University of Pittsburgh-Bradford external site Bradford, Pennsylvania	18 graduated with Bachelor’s degree
Information Technology	Vincennes University external site Vincennes, Indiana	1 graduated with One but less than two years certificate 17 graduated with Associate’s degree
Mathematics and Computer Science	Western Washington University external site Bellingham, Washington	17 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Cloud Computing	Dallas College external site Dallas, Texas	17 graduated with Associate’s degree
Cloud Computing	Northwest Kansas Technical College external site Goodland, Kansas	13 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming, Specific Applications	Belmont College external site St Clairsville, Ohio	10 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computer Programming, Specific Applications	Southwestern Illinois College external site Belleville, Illinois	15 graduated with Less than 12 weeks certificate 2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	ABCO Technology external site Inglewood, California	17 graduated with Less than one year certificate
Computer Programming/Programmer, General	Atlanta Technical College external site Atlanta, Georgia	0 graduated with Less than one year certificate 7 graduated with Associate’s degree 10 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Cosumnes River College external site Sacramento, California	9 graduated with Less than one year certificate 8 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Eastern Florida State College external site Melbourne, Florida	17 graduated with Associate’s degree
Computer Programming/Programmer, General	Lake Land College external site Mattoon, Illinois	10 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Shawnee State University external site Portsmouth, Ohio	17 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Stark State College external site North Canton, Ohio	17 graduated with Less than one year certificate
Computer Science	Augsburg University external site Minneapolis, Minnesota	17 graduated with Bachelor’s degree
Computer Science	Butte College external site Oroville, California	17 graduated with Associate’s degree
Computer Science	Central Penn College external site Summerdale, Pennsylvania	6 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Computer Science	Coastal Carolina University external site Conway, South Carolina	17 graduated with Bachelor’s degree
Computer Science	CUNY Brooklyn College external site Brooklyn, New York	4 graduated with Bachelor’s degree 13 graduated with Master’s degree
Computer Science	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	17 graduated with Bachelor’s degree
Computer Science	Fairleigh Dickinson University-Florham Campus external site Madison, New Jersey	17 graduated with Master’s degree
Computer Science	Hendrix College external site Conway, Arkansas	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Inter American University of Puerto Rico-Bayamon external site Bayamon, Puerto Rico	1 graduated with Associate’s degree 16 graduated with Bachelor’s degree
Computer Science	La Salle University external site Philadelphia, Pennsylvania	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Luther College external site Decorah, Iowa	15 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Morehouse College external site Atlanta, Georgia	17 graduated with Bachelor’s degree
Computer Science	Nassau Community College external site Garden City, New York	17 graduated with Associate’s degree
Computer Science	Tarleton State University external site Stephenville, Texas	17 graduated with Bachelor’s degree
Computer Science	Wheaton College external site Wheaton, Illinois	16 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	York College of Pennsylvania external site York, Pennsylvania	17 graduated with Bachelor’s degree
Computer Science	Yuba College external site Marysville, California	17 graduated with Associate’s degree
Computer Software Engineering	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	17 graduated with Bachelor’s degree
Data Science, General	Broward College external site Fort Lauderdale, Florida	17 graduated with Less than one year certificate
Data Science, General	Monroe College external site Bronx, New York	17 graduated with Post-master’s certificate
Data Science, General	University of Houston-Downtown external site Houston, Texas	17 graduated with Bachelor’s degree
Information Science/Studies	Alabama State University external site Montgomery, Alabama	17 graduated with Bachelor’s degree
Information Science/Studies	Prairie View A & M University external site Prairie View, Texas	17 graduated with Master’s degree
Information Technology	Blue Ridge Community College external site Flat Rock, North Carolina	11 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Excelsior University external site Albany, New York	17 graduated with Bachelor’s degree
Information Technology	James Sprunt Community College external site Kenansville, North Carolina	13 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Mount Aloysius College external site Cresson, Pennsylvania	0 graduated with Associate’s degree 17 graduated with Bachelor’s degree
Information Technology	Mount Saint Mary College external site Newburgh, New York	0 graduated with Less than one year certificate 17 graduated with Bachelor’s degree
Information Technology	NHTI-Concord's Community College external site Concord, New Hampshire	0 graduated with Less than 12 weeks certificate 4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 13 graduated with Associate’s degree
Information Technology	Northshore Technical Community College external site Lacombe, Louisiana	17 graduated with Associate’s degree
Information Technology	San Diego Miramar College external site San Diego, California	1 graduated with One but less than two years certificate 16 graduated with Associate’s degree
Information Technology	San Joaquin Delta College external site Stockton, California	17 graduated with Associate’s degree
Information Technology	South College external site Knoxville, Tennessee	7 graduated with One but less than two years certificate 4 graduated with Associate’s degree 6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	8 graduated with Less than one year certificate 9 graduated with Associate’s degree
Mathematics and Computer Science	Wellesley College external site Wellesley, Massachusetts	9 graduated with Bachelor’s degree 8 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Concordia University-Wisconsin external site Mequon, Wisconsin	16 graduated with Bachelor’s degree
Artificial Intelligence	University of Cincinnati-Main Campus external site Cincinnati, Ohio	16 graduated with Master’s degree
Computer Engineering, General	California State University-East Bay external site Hayward, California	16 graduated with Bachelor’s degree
Computer Engineering, General	Case Western Reserve University external site Cleveland, Ohio	13 graduated with Bachelor’s degree 1 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Clarkson University external site Potsdam, New York	16 graduated with Bachelor’s degree
Computer Engineering, General	University of Kansas external site Lawrence, Kansas	15 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Programming, Specific Platforms	Macomb Community College external site Warren, Michigan	1 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 13 graduated with Associate’s degree
Computer Programming/Programmer, General	Central Georgia Technical College external site Warner Robins, Georgia	0 graduated with Less than one year certificate 12 graduated with Associate’s degree 4 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Joliet Junior College external site Joliet, Illinois	16 graduated with Associate’s degree
Computer Programming/Programmer, General	Miami Dade College external site Miami, Florida	1 graduated with Less than one year certificate 15 graduated with Associate’s degree
Computer Programming/Programmer, General	Moore Norman Technology Center external site Norman, Oklahoma	16 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Moraine Valley Community College external site Palos Hills, Illinois	16 graduated with Less than one year certificate
Computer Programming/Programmer, General	Ranken Technical College external site Saint Louis, Missouri	16 graduated with Associate’s degree
Computer Programming/Programmer, General	Saddleback College external site Mission Viejo, California	8 graduated with Less than one year certificate 8 graduated with Associate’s degree
Computer Programming/Programmer, General	Southwest Technical College external site Cedar City, Utah	16 graduated with Less than one year certificate
Computer Science	Cypress College external site Cypress, California	16 graduated with Associate’s degree
Computer Science	Longwood University external site Farmville, Virginia	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Mercer University external site Macon, Georgia	16 graduated with Bachelor’s degree
Computer Science	Murray State University external site Murray, Kentucky	16 graduated with Bachelor’s degree
Computer Science	Reedley College external site Reedley, California	16 graduated with Associate’s degree
Computer Science	Roosevelt University external site Chicago, Illinois	14 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Science	Rowan College of South Jersey-Gloucester Campus external site Sewell, New Jersey	16 graduated with Associate’s degree
Computer Science	Shoreline Community College external site Shoreline, Washington	16 graduated with Associate’s degree
Computer Science	South Hills School of Business & Technology external site State College, Pennsylvania	16 graduated with Associate’s degree
Computer Science	University of Northwestern-St Paul external site Saint Paul, Minnesota	0 graduated with Associate’s degree 16 graduated with Bachelor’s degree
Computer Science	University of Phoenix-Arizona external site Phoenix, Arizona	16 graduated with Bachelor’s degree
Computer Software Engineering	The University of Texas at El Paso external site El Paso, Texas	16 graduated with Master’s degree
Computer Software Technology/Technician	University of the District of Columbia external site Washington, District of Columbia	16 graduated with Associate’s degree
Data Science, General	Winona State University external site Winona, Minnesota	14 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Science/Studies	Clayton State University external site Morrow, Georgia	16 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Science/Studies	Jacksonville State University external site Jacksonville, Alabama	16 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania State University-Penn State Brandywine external site Media, Pennsylvania	0 graduated with Associate’s degree 16 graduated with Bachelor’s degree
Information Science/Studies	Rockland Community College external site Suffern, New York	16 graduated with Associate’s degree
Information Science/Studies	Western Oregon University external site Monmouth, Oregon	16 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	Zane State College external site Zanesville, Ohio	16 graduated with Associate’s degree
Information Technology	Florida Agricultural and Mechanical University external site Tallahassee, Florida	16 graduated with Bachelor’s degree
Information Technology	Indiana State University external site Terre Haute, Indiana	16 graduated with Bachelor’s degree
Information Technology	Lake-Sumter State College external site Leesburg, Florida	11 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	North Carolina Central University external site Durham, North Carolina	16 graduated with Bachelor’s degree
Information Technology	Platt College-Anaheim external site Anaheim, California	16 graduated with Associate’s degree
Information Technology	Sacramento City College external site Sacramento, California	2 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Information Technology	Tennessee College of Applied Technology-Livingston external site Livingston, Tennessee	0 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 12 graduated with Two but less than 4 years certificate
Mathematics and Computer Science	Pepperdine University external site Malibu, California	16 graduated with Bachelor’s degree
Artificial Intelligence	University of Arizona external site Tucson, Arizona	1 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Artificial Intelligence	University of California-Santa Cruz external site Santa Cruz, California	15 graduated with Master’s degree
Cloud Computing	Atlantic Technical College external site Coconut Creek, Florida	15 graduated with One but less than two years certificate
Computer Engineering, General	Christopher Newport University external site Newport News, Virginia	15 graduated with Bachelor’s degree
Computer Engineering, General	Lawrence Technological University external site Southfield, Michigan	15 graduated with Bachelor’s degree
Computer Engineering, General	Southern Illinois University-Carbondale external site Carbondale, Illinois	15 graduated with Bachelor’s degree
Computer Engineering, General	Tennessee Technological University external site Cookeville, Tennessee	15 graduated with Bachelor’s degree
Computer Engineering, General	University of Wyoming external site Laramie, Wyoming	15 graduated with Bachelor’s degree
Computer Game Programming	Long Island University external site Brookville, New York	15 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	10 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Programming, Specific Applications	Moraine Valley Community College external site Palos Hills, Illinois	14 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	University of Missouri-St Louis external site Saint Louis, Missouri	15 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Yale University external site New Haven, Connecticut	15 graduated with Bachelor’s degree
Computer Programming, Vendor/Product Certification	Lorenzo Walker Technical College external site Naples, Florida	15 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Suncoast Technical College external site Sarasota, Florida	15 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Dakota County Technical College external site Rosemount, Minnesota	0 graduated with Less than one year certificate 15 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Los Angeles Valley College external site Valley Glen, California	0 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Computer Programming/Programmer, General	Mountainland Technical College external site Lehi, Utah	15 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Southeast Technical College external site Sioux Falls, South Dakota	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Computer Science	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	12 graduated with Master’s degree 3 graduated with Doctor’s degree – research/scholarship
Computer Science	Biola University external site La Mirada, California	13 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Butler Community College external site El Dorado, Kansas	15 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Science	Canisius University external site Buffalo, New York	15 graduated with Bachelor’s degree
Computer Science	Clark Atlanta University external site Atlanta, Georgia	9 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	College of the Holy Cross external site Worcester, Massachusetts	11 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Computer Science	Concordia College at Moorhead external site Moorhead, Minnesota	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Cornell College external site Mount Vernon, Iowa	12 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Delaware State University external site Dover, Delaware	0 graduated with Less than one year certificate 15 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Hartnell College external site Salinas, California	15 graduated with Associate’s degree
Computer Science	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	15 graduated with Bachelor’s degree
Computer Science	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	15 graduated with Master’s degree
Computer Science	Moravian University external site Bethlehem, Pennsylvania	14 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Point Loma Nazarene University external site San Diego, California	15 graduated with Bachelor’s degree
Computer Science	San Bernardino Valley College external site San Bernardino, California	3 graduated with Less than one year certificate 12 graduated with Associate’s degree
Computer Science	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 12 graduated with Bachelor’s degree 3 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Science	University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	14 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	University of West Georgia external site Carrollton, Georgia	15 graduated with Master’s degree
Computer Software Engineering	Bellarmine University external site Louisville, Kentucky	15 graduated with Bachelor’s degree
Computer Software Engineering	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	10 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Software Engineering	Michigan Technological University external site Houghton, Michigan	15 graduated with Bachelor’s degree
Computer Software Engineering	North Dakota State University-Main Campus external site Fargo, North Dakota	0 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Data Science, General	Colorado State University-Fort Collins external site Fort Collins, Colorado	15 graduated with Bachelor’s degree
Data Science, General	University of Vermont external site Burlington, Vermont	15 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	15 graduated with Master’s degree
Data Science, General	University of Wisconsin-River Falls external site River Falls, Wisconsin	9 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Data Science, General	Wichita State University external site Wichita, Kansas	15 graduated with Post-master’s certificate
Informatics	Florida Gulf Coast University external site Fort Myers, Florida	12 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Informatics	The University of Texas at Austin external site Austin, Texas	15 graduated with Bachelor’s degree
Information Science/Studies	Baylor University external site Waco, Texas	13 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	East Carolina University external site Greenville, North Carolina	8 graduated with Less than one year certificate 3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 3 graduated with Postbaccalaureate certificate
Information Science/Studies	Long Island University external site Brookville, New York	0 graduated with Bachelor’s degree 6 graduated with Master’s degree 9 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Minnesota State University Moorhead external site Moorhead, Minnesota	15 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania State University-Penn State Scranton external site Dunmore, Pennsylvania	1 graduated with Associate’s degree 14 graduated with Bachelor’s degree
Information Science/Studies	SUNY Westchester Community College external site Valhalla, New York	0 graduated with One but less than two years certificate 15 graduated with Associate’s degree
Information Science/Studies	University of North Florida external site Jacksonville, Florida	15 graduated with Bachelor’s degree
Information Science/Studies	Yeshiva University external site New York, New York	15 graduated with Master’s degree
Information Technology	American InterContinental University-Houston external site Houston, Texas	2 graduated with Bachelor’s degree 13 graduated with Master’s degree
Information Technology	Butte College external site Oroville, California	5 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Information Technology	Commonwealth University of Pennsylvania external site Bloomsburg, Pennsylvania	15 graduated with Master’s degree
Information Technology	Grand Valley State University external site Allendale, Michigan	15 graduated with Bachelor’s degree
Information Technology	Jamestown Community College external site Jamestown, New York	1 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	Macomb Community College external site Warren, Michigan	0 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Information Technology	Navajo Technical University external site Crownpoint, New Mexico	1 graduated with One but less than two years certificate 4 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Information Technology	Palomar College external site San Marcos, California	5 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Tulsa Technology Center external site Tulsa, Oklahoma	15 graduated with Less than one year certificate
Information Technology	University of Missouri-Kansas City external site Kansas City, Missouri	15 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Silicon Valley external site San Jose, California	15 graduated with Bachelor’s degree
Artificial Intelligence	Saint Mary's University of Minnesota external site Winona, Minnesota	14 graduated with Postbaccalaureate certificate
Computer Engineering, General	Brigham Young University external site Provo, Utah	14 graduated with Bachelor’s degree
Computer Engineering, General	Montana State University external site Bozeman, Montana	14 graduated with Bachelor’s degree
Computer Engineering, General	Tufts University external site Medford, Massachusetts	9 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Engineering, General	University of Memphis external site Memphis, Tennessee	14 graduated with Bachelor’s degree
Computer Engineering, General	Valparaiso University external site Valparaiso, Indiana	14 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Augusta Technical College external site Augusta, Georgia	14 graduated with Less than one year certificate
Computer Programming, Specific Applications	James A. Rhodes State College external site Lima, Ohio	3 graduated with Less than one year certificate 6 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Programming, Specific Applications	Waukesha County Technical College external site Pewaukee, Wisconsin	14 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Atlantic Technical College external site Coconut Creek, Florida	14 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Edmonds College external site Lynnwood, Washington	7 graduated with Less than 12 weeks certificate 7 graduated with Less than one year certificate
Computer Programming/Programmer, General	Antelope Valley Community College District external site Lancaster, California	7 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Atlantic Cape Community College external site Mays Landing, New Jersey	2 graduated with Less than one year certificate 12 graduated with Associate’s degree
Computer Programming/Programmer, General	Augusta Technical College external site Augusta, Georgia	2 graduated with Less than one year certificate 10 graduated with Associate’s degree 2 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	College of Staten Island CUNY external site Staten Island, New York	14 graduated with Associate’s degree
Computer Programming/Programmer, General	Eastern Iowa Community College District external site Davenport, Iowa	4 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Grand Rapids Community College external site Grand Rapids, Michigan	14 graduated with Associate’s degree
Computer Programming/Programmer, General	Henry Ford College external site Dearborn, Michigan	0 graduated with Less than one year certificate 14 graduated with Associate’s degree
Computer Programming/Programmer, General	Moberly Area Community College external site Moberly, Missouri	2 graduated with One but less than two years certificate 12 graduated with Associate’s degree
Computer Programming/Programmer, General	Solano Community College external site Fairfield, California	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Computer Science	California Baptist University external site Riverside, California	14 graduated with Bachelor’s degree
Computer Science	Canada College external site Redwood City, California	5 graduated with Less than one year certificate 9 graduated with Associate’s degree
Computer Science	Century College external site White Bear Lake, Minnesota	12 graduated with Associate’s degree 2 graduated with Associate’s degree (second major)
Computer Science	Concordia University-Saint Paul external site Saint Paul, Minnesota	14 graduated with Bachelor’s degree
Computer Science	Cuyamaca College external site El Cajon, California	14 graduated with Associate’s degree
Computer Science	Dickinson College external site Carlisle, Pennsylvania	14 graduated with Bachelor’s degree
Computer Science	Dominican University external site River Forest, Illinois	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Edmonds College external site Lynnwood, Washington	14 graduated with Associate’s degree
Computer Science	Franklin and Marshall College external site Lancaster, Pennsylvania	8 graduated with Bachelor’s degree 6 graduated with Bachelor’s degree (second major)
Computer Science	Glendale Community College external site Glendale, California	8 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Science	Gordon College external site Wenham, Massachusetts	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Laurel Ridge Community College external site Middletown, Virginia	14 graduated with Less than one year certificate
Computer Science	Lyon College external site Batesville, Arkansas	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Roanoke College external site Salem, Virginia	11 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Saint Paul College external site Saint Paul, Minnesota	14 graduated with Associate’s degree
Computer Science	Stetson University external site DeLand, Florida	14 graduated with Bachelor’s degree
Computer Science	University of Houston-Victoria external site Victoria, Texas	14 graduated with Master’s degree
Computer Science	University of Puerto Rico-Arecibo external site Arecibo, Puerto Rico	14 graduated with Bachelor’s degree
Computer Science	Valparaiso University external site Valparaiso, Indiana	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Walla Walla University external site College Place, Washington	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Widener University external site Chester, Pennsylvania	14 graduated with Bachelor’s degree
Data Science, General	Clarkson University external site Potsdam, New York	1 graduated with Bachelor’s degree 13 graduated with Master’s degree
Data Science, General	Saint Joseph's University external site Philadelphia, Pennsylvania	5 graduated with Bachelor’s degree 9 graduated with Postbaccalaureate certificate
Informatics	University of Nebraska at Omaha external site Omaha, Nebraska	13 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Bucks County Community College external site Newtown, Pennsylvania	14 graduated with Associate’s degree
Information Science/Studies	Ohio State University-Main Campus external site Columbus, Ohio	14 graduated with Master’s degree
Information Science/Studies	Stevenson University external site Owings Mills, Maryland	3 graduated with Bachelor’s degree 11 graduated with Master’s degree
Information Science/Studies	University of Wisconsin-Milwaukee Flex external site Milwaukee, Wisconsin	14 graduated with Bachelor’s degree
Information Technology	Brigham Young University-Hawaii external site Laie, Hawaii	14 graduated with Bachelor’s degree
Information Technology	Brightpoint Community College external site Chester, Virginia	14 graduated with Associate’s degree
Information Technology	Carl Sandburg College external site Galesburg, Illinois	14 graduated with Less than one year certificate
Information Technology	Colorado Mesa University external site Grand Junction, Colorado	14 graduated with Bachelor’s degree
Information Technology	Empire State University external site Saratoga Springs, New York	14 graduated with Master’s degree
Information Technology	La Roche University external site Pittsburgh, Pennsylvania	14 graduated with Bachelor’s degree
Information Technology	McDowell Technical Community College external site Marion, North Carolina	12 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	MiraCosta College external site Oceanside, California	7 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Rio Hondo College external site Whittier, California	5 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Information Technology	Salem University external site Salem, West Virginia	2 graduated with Associate’s degree 6 graduated with Bachelor’s degree 6 graduated with Master’s degree
Information Technology	South Arkansas College external site El Dorado, Arkansas	14 graduated with Less than one year certificate
Information Technology	Spoon River College external site Canton, Illinois	7 graduated with Less than one year certificate 7 graduated with Associate’s degree
Information Technology	Strayer University-South Carolina external site Greenville, South Carolina	14 graduated with Bachelor’s degree
Information Technology	University of Wisconsin-Parkside external site Kenosha, Wisconsin	14 graduated with Master’s degree
Information Technology	Washington & Jefferson College external site Washington, Pennsylvania	12 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Technology	Winona State University external site Winona, Minnesota	13 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Grand Valley State University external site Allendale, Michigan	14 graduated with Less than one year certificate 0 graduated with Master’s degree
Mathematics and Computer Science	Marquette University external site Milwaukee, Wisconsin	10 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Mercyhurst University external site Erie, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 13 graduated with Master’s degree
Mathematics and Computer Science	University of Nebraska at Omaha external site Omaha, Nebraska	14 graduated with Master’s degree
Mathematics and Computer Science	University of Oregon external site Eugene, Oregon	14 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Butler Community College external site El Dorado, Kansas	0 graduated with One but less than two years certificate 14 graduated with Associate’s degree
Accounting and Computer Science	Missouri State University-Springfield external site Springfield, Missouri	13 graduated with Postbaccalaureate certificate
Artificial Intelligence	Duke University external site Durham, North Carolina	2 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Artificial Intelligence	Saint Louis University external site Saint Louis, Missouri	13 graduated with Master’s degree
Artificial Intelligence	The University of Texas at San Antonio external site San Antonio, Texas	13 graduated with Less than one year certificate
Artificial Intelligence	University of Advancing Technology external site Tempe, Arizona	3 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Computer Engineering, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	13 graduated with Bachelor’s degree
Computer Engineering, General	Loyola University Chicago external site Chicago, Illinois	13 graduated with Bachelor’s degree
Computer Engineering, General	Seattle University external site Seattle, Washington	13 graduated with Bachelor’s degree
Computer Engineering, General	University of Missouri-Columbia external site Columbia, Missouri	13 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Engineering, General	University of Pennsylvania external site Philadelphia, Pennsylvania	13 graduated with Bachelor’s degree
Computer Engineering, General	University of St Thomas external site Saint Paul, Minnesota	13 graduated with Bachelor’s degree
Computer Engineering, General	University of the Pacific external site Stockton, California	13 graduated with Bachelor’s degree
Computer Engineering, General	Weber State University external site Ogden, Utah	9 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Game Programming	Wilmington University external site New Castle, Delaware	13 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Northeast Iowa Community College external site Calmar, Iowa	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 13 graduated with Associate’s degree
Computer Programming, Specific Applications	Seminole State College of Florida external site Sanford, Florida	13 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Springfield Technical Community College external site Springfield, Massachusetts	5 graduated with Less than one year certificate 8 graduated with Associate’s degree
Computer Programming, Specific Applications	Truckee Meadows Community College external site Reno, Nevada	13 graduated with Associate’s degree
Computer Programming/Programmer, General	Georgia Piedmont Technical College external site Clarkston, Georgia	0 graduated with Less than one year certificate 6 graduated with Associate’s degree 7 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	McLennan Community College external site Waco, Texas	5 graduated with Less than one year certificate 8 graduated with Associate’s degree
Computer Programming/Programmer, General	Minnesota State Community and Technical College external site Fergus Falls, Minnesota	13 graduated with Associate’s degree
Computer Programming/Programmer, General	Oakton College external site Des Plaines, Illinois	6 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	South Puget Sound Community College external site Olympia, Washington	13 graduated with Associate’s degree
Computer Programming/Programmer, General	Universidad Adventista de las Antillas external site Mayaguez, Puerto Rico	0 graduated with Associate’s degree 13 graduated with Bachelor’s degree
Computer Science	Bridgewater College external site Bridgewater, Virginia	11 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Caldwell University external site Caldwell, New Jersey	13 graduated with Bachelor’s degree
Computer Science	Cameron University external site Lawton, Oklahoma	13 graduated with Bachelor’s degree
Computer Science	College of the Sequoias external site Visalia, California	13 graduated with Associate’s degree
Computer Science	Dallas College external site Dallas, Texas	13 graduated with Associate’s degree
Computer Science	Juniata College external site Huntingdon, Pennsylvania	13 graduated with Bachelor’s degree
Computer Science	Landmark College external site Putney, Vermont	5 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Computer Science	Maryville University of Saint Louis external site Saint Louis, Missouri	0 graduated with Less than one year certificate 13 graduated with Bachelor’s degree
Computer Science	Niagara County Community College external site Sanborn, New York	13 graduated with Associate’s degree
Computer Science	Providence College external site Providence, Rhode Island	10 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Roger Williams University external site Bristol, Rhode Island	13 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Saint Ambrose University external site Davenport, Iowa	13 graduated with Bachelor’s degree
Computer Science	Snow College external site Ephraim, Utah	13 graduated with Associate’s degree
Computer Science	Springfield Technical Community College external site Springfield, Massachusetts	13 graduated with Associate’s degree
Computer Science	Taylor University external site Upland, Indiana	13 graduated with Bachelor’s degree
Computer Science	University of Indianapolis external site Indianapolis, Indiana	13 graduated with Bachelor’s degree
Computer Software Engineering	California Baptist University external site Riverside, California	13 graduated with Bachelor’s degree
Computer Software Engineering	Connecticut State Community College external site Hartford, Connecticut	13 graduated with Associate’s degree
Computer Software Engineering	Rasmussen University-Florida external site Ocala, Florida	13 graduated with Associate’s degree
Computer Software Engineering	Vermont State University external site Randolph, Vermont	5 graduated with Associate’s degree 7 graduated with Bachelor’s degree 1 graduated with Master’s degree
Data Science, General	Arizona State University Digital Immersion external site Scottsdale, Arizona	13 graduated with Bachelor’s degree
Data Science, General	Texas A & M University-College Station external site College Station, Texas	13 graduated with Master’s degree
Informatics	Indiana University-South Bend external site South Bend, Indiana	13 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Science/Studies	Columbia University in the City of New York external site New York, New York	12 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Dutchess Community College external site Poughkeepsie, New York	13 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State New Kensington external site New Kensington, Pennsylvania	13 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania State University-Penn State Wilkes-Barre external site Dallas, Pennsylvania	1 graduated with Associate’s degree 12 graduated with Bachelor’s degree
Information Science/Studies	Radford University external site Radford, Virginia	1 graduated with Less than one year certificate 12 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-Georgia external site Chamblee, Georgia	0 graduated with One but less than two years certificate 5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Information Science/Studies	Strayer University-Maryland external site Suitland, Maryland	0 graduated with One but less than two years certificate 9 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Information Science/Studies	Valdosta State University external site Valdosta, Georgia	13 graduated with Bachelor’s degree
Information Technology	Barry University external site Miami, Florida	13 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Technology	Blue Ridge Community and Technical College external site Martinsburg, West Virginia	3 graduated with One but less than two years certificate 10 graduated with Associate’s degree
Information Technology	California Baptist University external site Riverside, California	13 graduated with Bachelor’s degree
Information Technology	Florida National University-Main Campus external site Hialeah, Florida	4 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Information Technology	Gallaudet University external site Washington, District of Columbia	13 graduated with Bachelor’s degree
Information Technology	George Washington University external site Washington, District of Columbia	13 graduated with Postbaccalaureate certificate
Information Technology	James Madison University external site Harrisonburg, Virginia	13 graduated with Bachelor’s degree
Information Technology	Monroe Community College external site Rochester, New York	13 graduated with Associate’s degree
Information Technology	Mountwest Community and Technical College external site Huntington, West Virginia	13 graduated with Associate’s degree
Information Technology	Olympic College external site Bremerton, Washington	0 graduated with Associate’s degree 13 graduated with Bachelor’s degree
Information Technology	Platt College-Riverside external site Riverside, California	13 graduated with Associate’s degree
Information Technology	Regis University external site Denver, Colorado	10 graduated with Bachelor’s degree 3 graduated with Master’s degree
Information Technology	San Bernardino Valley College external site San Bernardino, California	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Information Technology	Southeastern Community College external site West Burlington, Iowa	9 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Washtenaw Community College external site Ann Arbor, Michigan	0 graduated with Less than one year certificate 13 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	California Institute of the Arts external site Valencia, California	13 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Rider University external site Lawrenceville, New Jersey	13 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Dayton external site Dayton, Ohio	13 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Georgia external site Athens, Georgia	12 graduated with Master’s degree
Computer Engineering, General	Cedarville University external site Cedarville, Ohio	12 graduated with Bachelor’s degree
Computer Engineering, General	George Washington University external site Washington, District of Columbia	5 graduated with Bachelor’s degree 4 graduated with Master’s degree 0 graduated with Post-master’s certificate 3 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Northern Arizona University external site Flagstaff, Arizona	12 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Main Campus external site Athens, Ohio	12 graduated with Bachelor’s degree
Computer Engineering, General	Southern Illinois University-Edwardsville external site Edwardsville, Illinois	12 graduated with Bachelor’s degree
Computer Engineering, General	The College of New Jersey external site Ewing, New Jersey	12 graduated with Bachelor’s degree
Computer Engineering, General	University of South Alabama external site Mobile, Alabama	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Washington State University external site Pullman, Washington	11 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Engineering, General	Wichita State University external site Wichita, Kansas	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Game Programming	Georgia State University external site Atlanta, Georgia	12 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Central Georgia Technical College external site Warner Robins, Georgia	12 graduated with Less than one year certificate
Computer Programming, Specific Applications	Danville Area Community College external site Danville, Illinois	12 graduated with Associate’s degree
Computer Programming, Specific Applications	Eastern Florida State College external site Melbourne, Florida	12 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Mountainland Technical College external site Lehi, Utah	12 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Owens Community College external site Perrysburg, Ohio	12 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	Madison Area Technical College external site Madison, Wisconsin	12 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Chaffey College external site Rancho Cucamonga, California	12 graduated with Less than one year certificate
Computer Programming/Programmer, General	Clover Park Technical College external site Lakewood, Washington	0 graduated with Less than one year certificate 12 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Connecticut State Community College external site Hartford, Connecticut	12 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	El Paso Community College external site El Paso, Texas	6 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Folsom Lake College external site Folsom, California	12 graduated with Less than one year certificate
Computer Programming/Programmer, General	Limestone University external site Gaffney, South Carolina	1 graduated with Associate’s degree 11 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Los Angeles City College external site Los Angeles, California	12 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Renton Technical College external site Renton, Washington	12 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Saint Paul College external site Saint Paul, Minnesota	12 graduated with Associate’s degree
Computer Programming/Programmer, General	Temple University external site Philadelphia, Pennsylvania	12 graduated with Less than one year certificate
Computer Science	Austin College external site Sherman, Texas	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Centre College external site Danville, Kentucky	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Community College of Aurora external site Aurora, Colorado	12 graduated with Associate’s degree
Computer Science	Ensign College external site Salt Lake City, Utah	12 graduated with Less than one year certificate
Computer Science	Farmingdale State College external site Farmingdale, New York	12 graduated with Bachelor’s degree
Computer Science	Heidelberg University external site Tiffin, Ohio	12 graduated with Bachelor’s degree
Computer Science	Indiana University-South Bend external site South Bend, Indiana	12 graduated with Bachelor’s degree
Computer Science	Itawamba Community College external site Fulton, Mississippi	12 graduated with Associate’s degree
Computer Science	Northcentral University external site San Diego, California	6 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	Ohio Dominican University external site Columbus, Ohio	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Orange County Community College external site Middletown, New York	12 graduated with Associate’s degree
Computer Science	Pennsylvania Western University external site California, Pennsylvania	12 graduated with Bachelor’s degree
Computer Science	Rockford University external site Rockford, Illinois	12 graduated with Bachelor’s degree
Computer Science	Scottsdale Community College external site Scottsdale, Arizona	12 graduated with Associate’s degree
Computer Science	SUNY Oneonta external site Oneonta, New York	12 graduated with Bachelor’s degree
Computer Science	University of Southern Maine external site Portland, Maine	12 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Westfield State University external site Westfield, Massachusetts	12 graduated with Bachelor’s degree
Computer Software Engineering	Chapman University external site Orange, California	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Monmouth University external site West Long Branch, New Jersey	6 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Software Engineering	Texas Tech University external site Lubbock, Texas	0 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Computer Software Engineering	University of California-Merced external site Merced, California	6 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	University of Central Oklahoma external site Edmond, Oklahoma	12 graduated with Bachelor’s degree
Computer Software Engineering	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	12 graduated with Master’s degree
Data Science, General	Florida State University external site Tallahassee, Florida	12 graduated with Master’s degree
Data Science, General	Portland State University external site Portland, Oregon	11 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Informatics	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	2 graduated with Postbaccalaureate certificate 10 graduated with Master’s degree
Informatics	St. Thomas University external site Miami Gardens, Florida	12 graduated with Master’s degree
Information Science/Studies	Alaska Vocational Technical Center external site Seward, Alaska	12 graduated with One but less than two years certificate
Information Science/Studies	Bowie State University external site Bowie, Maryland	0 graduated with Postbaccalaureate certificate 12 graduated with Master’s degree
Information Science/Studies	CUNY Medgar Evers College external site Brooklyn, New York	12 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania State University-Penn State DuBois external site DuBois, Pennsylvania	8 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-Pennsylvania external site Trevose, Pennsylvania	0 graduated with One but less than two years certificate 9 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Information Science/Studies	SUNY at Fredonia external site Fredonia, New York	12 graduated with Bachelor’s degree
Information Science/Studies	University of Mount Olive external site Mount Olive, North Carolina	12 graduated with Bachelor’s degree
Information Science/Studies	University of South Carolina-Upstate external site Spartanburg, South Carolina	12 graduated with Bachelor’s degree
Information Technology	BridgeValley Community & Technical College external site South Charleston, West Virginia	12 graduated with Associate’s degree
Information Technology	Central Texas College external site Killeen, Texas	12 graduated with Associate’s degree
Information Technology	Ensign College external site Salt Lake City, Utah	10 graduated with Less than one year certificate 2 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	La Salle University external site Philadelphia, Pennsylvania	12 graduated with Bachelor’s degree
Information Technology	Platt College-Ontario external site Ontario, California	12 graduated with Associate’s degree
Information Technology	Stephen F Austin State University external site Nacogdoches, Texas	12 graduated with Bachelor’s degree
Information Technology	University of the District of Columbia external site Washington, District of Columbia	12 graduated with Bachelor’s degree
Information Technology	Virginia Peninsula Community College external site Hampton, Virginia	12 graduated with Associate’s degree
Information Technology	Winston-Salem State University external site Winston-Salem, North Carolina	12 graduated with Bachelor’s degree
Mathematics and Computer Science	Emory University external site Atlanta, Georgia	12 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics and Computer Science	The College of Idaho external site Caldwell, Idaho	10 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	University of Cincinnati-Main Campus external site Cincinnati, Ohio	7 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Computer Engineering, General	California State University-Bakersfield external site Bakersfield, California	11 graduated with Bachelor’s degree
Computer Engineering, General	Gannon University external site Erie, Pennsylvania	11 graduated with Master’s degree
Computer Engineering, General	Johns Hopkins University external site Baltimore, Maryland	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Norwich University external site Northfield, Vermont	11 graduated with Bachelor’s degree
Computer Engineering, General	Ohio Northern University external site Ada, Ohio	11 graduated with Bachelor’s degree
Computer Engineering, General	Purdue University Northwest external site Hammond, Indiana	11 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Athens Technical College external site Athens, Georgia	11 graduated with Less than one year certificate
Computer Programming, Specific Applications	Broward College external site Fort Lauderdale, Florida	11 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Delaware County Community College external site Media, Pennsylvania	11 graduated with Associate’s degree
Computer Programming, Specific Applications	Milwaukee Area Technical College external site Milwaukee, Wisconsin	11 graduated with Less than one year certificate
Computer Programming, Specific Applications	North Idaho College external site Coeur d'Alene, Idaho	3 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	Northwood Technical College external site Rice Lake, Wisconsin	11 graduated with Less than one year certificate
Computer Programming/Programmer, General	Albany Technical College external site Albany, Georgia	3 graduated with Less than one year certificate 4 graduated with Associate’s degree 4 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Baker College external site Owosso, Michigan	11 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Blue Ridge Community and Technical College external site Martinsburg, West Virginia	4 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Community College of Philadelphia external site Philadelphia, Pennsylvania	11 graduated with Less than one year certificate
Computer Programming/Programmer, General	Greenville Technical College external site Greenville, South Carolina	9 graduated with Less than one year certificate 2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Northeast Mississippi Community College external site Booneville, Mississippi	11 graduated with Associate’s degree
Computer Programming/Programmer, General	Richland Community College external site Decatur, Illinois	8 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Seattle Central College external site Seattle, Washington	2 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Computer Programming/Programmer, General	West Georgia Technical College external site Waco, Georgia	0 graduated with Less than one year certificate 11 graduated with Associate’s degree
Computer Programming/Programmer, General	Wiregrass Georgia Technical College external site Valdosta, Georgia	0 graduated with Less than one year certificate 6 graduated with Associate’s degree 5 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Yavapai College external site Prescott, Arizona	11 graduated with Less than one year certificate
Computer Science	Abilene Christian University external site Abilene, Texas	11 graduated with Bachelor’s degree
Computer Science	Aspen University external site Phoenix, Arizona	11 graduated with Doctor’s degree – research/scholarship
Computer Science	Augustana University external site Sioux Falls, South Dakota	11 graduated with Bachelor’s degree
Computer Science	Baton Rouge Community College external site Baton Rouge, Louisiana	11 graduated with Associate’s degree
Computer Science	Beloit College external site Beloit, Wisconsin	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Benedict College external site Columbia, South Carolina	11 graduated with Bachelor’s degree
Computer Science	Benedictine University external site Lisle, Illinois	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Clackamas Community College external site Oregon City, Oregon	11 graduated with Associate’s degree
Computer Science	Concord University external site Athens, West Virginia	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Hawaii Pacific University external site Honolulu, Hawaii	11 graduated with Bachelor’s degree
Computer Science	Illinois Wesleyan University external site Bloomington, Illinois	11 graduated with Bachelor’s degree
Computer Science	Imperial Valley College external site Imperial, California	11 graduated with Associate’s degree
Computer Science	Inter American University of Puerto Rico-Fajardo external site Fajardo, Puerto Rico	1 graduated with Associate’s degree 6 graduated with Bachelor’s degree 4 graduated with Master’s degree
Computer Science	Lane College external site Jackson, Tennessee	11 graduated with Bachelor’s degree
Computer Science	Los Medanos College external site Pittsburg, California	11 graduated with Associate’s degree
Computer Science	Massachusetts Bay Community College external site Wellesley Hills, Massachusetts	11 graduated with Associate’s degree
Computer Science	Mississippi College external site Clinton, Mississippi	10 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Computer Science	Morgan State University external site Baltimore, Maryland	11 graduated with Master’s degree
Computer Science	Muhlenberg College external site Allentown, Pennsylvania	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 9 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	New Mexico State University-Main Campus external site Las Cruces, New Mexico	11 graduated with Master’s degree
Computer Science	Ohio Northern University external site Ada, Ohio	11 graduated with Bachelor’s degree
Computer Science	Philander Smith University external site Little Rock, Arkansas	11 graduated with Bachelor’s degree
Computer Science	Phoenix College external site Phoenix, Arizona	11 graduated with Associate’s degree
Computer Science	Saint Anselm College external site Manchester, New Hampshire	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Saint Mary's University of Minnesota external site Winona, Minnesota	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Solano Community College external site Fairfield, California	11 graduated with Associate’s degree
Computer Science	Southern Utah University external site Cedar City, Utah	11 graduated with Bachelor’s degree
Computer Science	Texas Wesleyan University external site Fort Worth, Texas	11 graduated with Bachelor’s degree
Computer Science	University of Mary Hardin-Baylor external site Belton, Texas	11 graduated with Bachelor’s degree
Computer Science	Vincennes University external site Vincennes, Indiana	11 graduated with Associate’s degree
Computer Science	Wabash College external site Crawfordsville, Indiana	11 graduated with Bachelor’s degree
Computer Science	Wheaton College (Massachusetts) external site Norton, Massachusetts	10 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Clarkson University external site Potsdam, New York	11 graduated with Bachelor’s degree
Computer Software Engineering	Rasmussen University-Minnesota external site St. Cloud, Minnesota	11 graduated with Associate’s degree
Computer Software Engineering	Villanova University external site Villanova, Pennsylvania	11 graduated with Master’s degree
Computer Software Technology/Technician	Fresno Pacific University external site Fresno, California	11 graduated with Bachelor’s degree
Data Science, General	Cabrini University external site Radnor, Pennsylvania	11 graduated with Master’s degree
Data Science, General	Centre College external site Danville, Kentucky	4 graduated with Bachelor’s degree 7 graduated with Bachelor’s degree (second major)
Data Science, General	Fairfield University external site Fairfield, Connecticut	11 graduated with Master’s degree
Data Science, General	Miami Dade College external site Miami, Florida	11 graduated with Associate’s degree
Informatics	Indiana University-Southeast external site New Albany, Indiana	11 graduated with Bachelor’s degree
Informatics	Texas A & M University-Kingsville external site Kingsville, Texas	11 graduated with Postbaccalaureate certificate
Information Science/Studies	Blue Ridge Community and Technical College external site Martinsburg, West Virginia	0 graduated with One but less than two years certificate 11 graduated with Associate’s degree
Information Science/Studies	Century College external site White Bear Lake, Minnesota	11 graduated with Associate’s degree
Information Science/Studies	Colegio Universitario de San Juan external site San Juan, Puerto Rico	1 graduated with Associate’s degree 10 graduated with Bachelor’s degree
Information Science/Studies	Doane University external site Crete, Nebraska	11 graduated with Bachelor’s degree
Information Science/Studies	Fairmont State University external site Fairmont, West Virginia	11 graduated with Bachelor’s degree
Information Science/Studies	Northwest College external site Powell, Wyoming	11 graduated with Less than one year certificate
Information Science/Studies	Onondaga Community College external site Syracuse, New York	11 graduated with Associate’s degree
Information Science/Studies	Panola College external site Carthage, Texas	6 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Berks external site Reading, Pennsylvania	11 graduated with Bachelor’s degree
Information Science/Studies	Saint Mary's University of Minnesota external site Winona, Minnesota	11 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-Texas external site Farmers Branch, Texas	0 graduated with One but less than two years certificate 5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree
Information Science/Studies	University of South Alabama external site Mobile, Alabama	11 graduated with Bachelor’s degree
Information Technology	Antelope Valley Community College District external site Lancaster, California	2 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Information Technology	Columbia Basin College external site Pasco, Washington	0 graduated with Less than one year certificate 3 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Information Technology	Dakota State University external site Madison, South Dakota	11 graduated with Less than one year certificate
Information Technology	Diablo Valley College external site Pleasant Hill, California	9 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Glendale Community College external site Glendale, California	11 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Lenoir Community College external site Kinston, North Carolina	5 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Minnesota State Community and Technical College external site Fergus Falls, Minnesota	11 graduated with Associate’s degree
Information Technology	Northeast Community College external site Norfolk, Nebraska	11 graduated with Less than one year certificate
Information Technology	Pasco-Hernando State College external site New Port Richey, Florida	11 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Technology	Pensacola State College external site Pensacola, Florida	11 graduated with Associate’s degree
Information Technology	Phoenix College external site Phoenix, Arizona	11 graduated with Associate’s degree
Information Technology	Renton Technical College external site Renton, Washington	11 graduated with Bachelor’s degree
Information Technology	Spokane Falls Community College external site Spokane, Washington	11 graduated with Bachelor’s degree
Information Technology	Worcester Polytechnic Institute external site Worcester, Massachusetts	0 graduated with Postbaccalaureate certificate 11 graduated with Master’s degree
Mathematics and Computer Science	Temple University external site Philadelphia, Pennsylvania	11 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Illinois Springfield external site Springfield, Illinois	11 graduated with Master’s degree
Mathematics and Computer Science	Yale University external site New Haven, Connecticut	11 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Academy of Interactive Entertainment external site Lafayette, Louisiana	8 graduated with Associate’s degree 3 graduated with Two but less than 4 years certificate
Artificial Intelligence	Naval Postgraduate School external site Monterey, California	10 graduated with Postbaccalaureate certificate
Artificial Intelligence	Rensselaer at Hartford external site Hartford, Connecticut	10 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Bridgeport external site Bridgeport, Connecticut	10 graduated with Master’s degree
Computer Engineering, General	Bradley University external site Peoria, Illinois	10 graduated with Bachelor’s degree
Computer Engineering, General	California State University-Chico external site Chico, California	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 2 graduated with Master’s degree
Computer Engineering, General	University of Colorado Colorado Springs external site Colorado Springs, Colorado	10 graduated with Bachelor’s degree
Computer Engineering, General	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 4 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Miami external site Coral Gables, Florida	10 graduated with Bachelor’s degree
Computer Engineering, General	University of Pittsburgh-Johnstown external site Johnstown, Pennsylvania	10 graduated with Bachelor’s degree
Computer Engineering, General	Virginia State University external site Petersburg, Virginia	10 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Capella University external site Minneapolis, Minnesota	0 graduated with Less than one year certificate 10 graduated with Bachelor’s degree
Computer Programming, Specific Applications	DePaul University external site Chicago, Illinois	2 graduated with Bachelor’s degree 8 graduated with Master’s degree
Computer Programming, Specific Applications	Meridian Community College external site Meridian, Mississippi	7 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Clovis Community College external site Fresno, California	6 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Hill College external site Hillsboro, Texas	4 graduated with Less than one year certificate 3 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Metro Technology Centers external site Oklahoma City, Oklahoma	10 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Northwest Florida State College external site Niceville, Florida	4 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Pittsburgh Technical College external site Oakdale, Pennsylvania	10 graduated with Associate’s degree
Computer Programming/Programmer, General	Ridgewater College external site Willmar, Minnesota	1 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Computer Programming/Programmer, General	Southern Crescent Technical College external site Griffin, Georgia	1 graduated with Less than one year certificate 4 graduated with Associate’s degree 5 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	St Cloud Technical and Community College external site Saint Cloud, Minnesota	10 graduated with Associate’s degree
Computer Programming/Programmer, General	Texarkana College external site Texarkana, Texas	6 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	William Rainey Harper College external site Palatine, Illinois	9 graduated with Less than one year certificate 1 graduated with Associate’s degree
Computer Science	Alabama State University external site Montgomery, Alabama	10 graduated with Bachelor’s degree
Computer Science	Assumption University external site Worcester, Massachusetts	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Bemidji State University external site Bemidji, Minnesota	10 graduated with Bachelor’s degree
Computer Science	Carroll University external site Waukesha, Wisconsin	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Central Methodist University-College of Liberal Arts and Sciences external site Fayette, Missouri	10 graduated with Bachelor’s degree
Computer Science	Coe College external site Cedar Rapids, Iowa	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Coppin State University external site Baltimore, Maryland	10 graduated with Bachelor’s degree
Computer Science	CUNY Hostos Community College external site Bronx, New York	10 graduated with Associate’s degree
Computer Science	CUNY Medgar Evers College external site Brooklyn, New York	2 graduated with Associate’s degree 8 graduated with Bachelor’s degree
Computer Science	Erie Community College external site Buffalo, New York	10 graduated with Associate’s degree
Computer Science	Franciscan University of Steubenville external site Steubenville, Ohio	10 graduated with Bachelor’s degree
Computer Science	Furman University external site Greenville, South Carolina	10 graduated with Bachelor’s degree
Computer Science	Grambling State University external site Grambling, Louisiana	10 graduated with Bachelor’s degree
Computer Science	Lawrence University external site Appleton, Wisconsin	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Long Island University external site Brookville, New York	10 graduated with Bachelor’s degree
Computer Science	Los Angeles City College external site Los Angeles, California	10 graduated with Associate’s degree
Computer Science	Massasoit Community College external site Brockton, Massachusetts	10 graduated with Associate’s degree
Computer Science	Merrimack College external site North Andover, Massachusetts	4 graduated with Bachelor’s degree 6 graduated with Master’s degree
Computer Science	New Jersey Institute of Technology external site Newark, New Jersey	7 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Science	Northwest Mississippi Community College external site Senatobia, Mississippi	10 graduated with Associate’s degree
Computer Science	Northwest Nazarene University external site Nampa, Idaho	8 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Quinsigamond Community College external site Worcester, Massachusetts	10 graduated with Associate’s degree
Computer Science	San Joaquin Delta College external site Stockton, California	10 graduated with Associate’s degree
Computer Science	Schenectady County Community College external site Schenectady, New York	10 graduated with Associate’s degree
Computer Science	St. Mary's University external site San Antonio, Texas	5 graduated with Bachelor’s degree 5 graduated with Master’s degree
Computer Science	The University of Texas Permian Basin external site Odessa, Texas	10 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Computer Science	Universidad Ana G. Mendez-Cupey Campus external site San Juan, Puerto Rico	5 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Science	University of Akron Main Campus external site Akron, Ohio	10 graduated with Master’s degree
Computer Science	University of Hawaii at Hilo external site Hilo, Hawaii	10 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	10 graduated with Master’s degree
Computer Software Engineering	California State University-Northridge external site Northridge, California	10 graduated with Master’s degree
Computer Software Engineering	Morehouse College external site Atlanta, Georgia	10 graduated with Bachelor’s degree
Computer Software Engineering	University of New Orleans external site New Orleans, Louisiana	10 graduated with Less than one year certificate
Computer Software Engineering	University of Northern Colorado external site Greeley, Colorado	10 graduated with Bachelor’s degree
Computer Software Technology/Technician	Rogue Community College external site Grants Pass, Oregon	6 graduated with Less than one year certificate 4 graduated with Associate’s degree
Data Science, General	Ramapo College of New Jersey external site Mahwah, New Jersey	2 graduated with Bachelor’s degree 8 graduated with Master’s degree
Data Science, General	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	10 graduated with Master’s degree
Informatics	Indiana University-Kokomo external site Kokomo, Indiana	10 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Information Science/Studies	California Lutheran University external site Thousand Oaks, California	10 graduated with Bachelor’s degree
Information Science/Studies	Clinton Community College external site Plattsburgh, New York	10 graduated with Associate’s degree
Information Science/Studies	Mercer University external site Macon, Georgia	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Pennsylvania State University-Penn State Beaver external site Monaca, Pennsylvania	10 graduated with Bachelor’s degree
Information Science/Studies	Prince George's Community College external site Largo, Maryland	10 graduated with Associate’s degree
Information Science/Studies	The University of Montana external site Missoula, Montana	10 graduated with Two but less than 4 years certificate 0 graduated with Postbaccalaureate certificate
Information Science/Studies	Wayne State University external site Detroit, Michigan	4 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Post-master’s certificate
Information Technology	Abilene Christian University external site Abilene, Texas	0 graduated with Bachelor’s degree 1 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Information Technology	Athens State University external site Athens, Alabama	10 graduated with Bachelor’s degree
Information Technology	Belhaven University external site Jackson, Mississippi	10 graduated with Master’s degree
Information Technology	Bob Jones University external site Greenville, South Carolina	10 graduated with Bachelor’s degree
Information Technology	Bryant University external site Smithfield, Rhode Island	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Concordia University-Wisconsin external site Mequon, Wisconsin	6 graduated with Bachelor’s degree 4 graduated with Master’s degree
Information Technology	Cosumnes River College external site Sacramento, California	10 graduated with Associate’s degree
Information Technology	Cuesta College external site San Luis Obispo, California	0 graduated with Less than one year certificate 10 graduated with Associate’s degree
Information Technology	Elmhurst University external site Elmhurst, Illinois	10 graduated with Bachelor’s degree
Information Technology	Lindenwood University external site Saint Charles, Missouri	9 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Technology	Mercer University external site Macon, Georgia	10 graduated with Bachelor’s degree
Information Technology	National American University-Rapid City external site Rapid City, South Dakota	10 graduated with Bachelor’s degree
Information Technology	Naval Postgraduate School external site Monterey, California	10 graduated with Master’s degree
Information Technology	Northcentral University external site San Diego, California	10 graduated with Master’s degree
Information Technology	Sullivan University external site Louisville, Kentucky	10 graduated with Bachelor’s degree
Information Technology	SUNY College of Agriculture and Technology at Cobleskill external site Cobleskill, New York	10 graduated with Bachelor’s degree
Information Technology	The University of Tampa external site Tampa, Florida	10 graduated with Master’s degree
Information Technology	University of North Alabama external site Florence, Alabama	10 graduated with Bachelor’s degree
Information Technology	University of South Carolina Beaufort external site Bluffton, South Carolina	10 graduated with Bachelor’s degree
Information Technology	West Virginia University at Parkersburg external site Parkersburg, West Virginia	10 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Artificial Intelligence	University of Colorado Boulder external site Boulder, Colorado	9 graduated with Master’s degree
Artificial Intelligence	Wayne Community College external site Goldsboro, North Carolina	8 graduated with Less than one year certificate 1 graduated with Associate’s degree
Cloud Computing	Madison Area Technical College external site Madison, Wisconsin	9 graduated with Associate’s degree
Computer Engineering, General	Embry-Riddle Aeronautical University-Prescott external site Prescott, Arizona	9 graduated with Bachelor’s degree
Computer Engineering, General	Pennsylvania State University-Penn State Erie-Behrend College external site Erie, Pennsylvania	9 graduated with Bachelor’s degree
Computer Engineering, General	Prairie View A & M University external site Prairie View, Texas	9 graduated with Bachelor’s degree
Computer Engineering, General	Saint Cloud State University external site Saint Cloud, Minnesota	9 graduated with Bachelor’s degree
Computer Engineering, General	Saint Louis University external site Saint Louis, Missouri	9 graduated with Bachelor’s degree
Computer Engineering, General	Southern Methodist University external site Dallas, Texas	3 graduated with Bachelor’s degree 4 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Taylor University external site Upland, Indiana	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Engineering, General	Texas A & M International University external site Laredo, Texas	9 graduated with Bachelor’s degree
Computer Engineering, General	The University of Texas at El Paso external site El Paso, Texas	9 graduated with Master’s degree
Computer Engineering, General	University of Maine external site Orono, Maine	8 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Engineering, General	University of Massachusetts-Boston external site Boston, Massachusetts	9 graduated with Bachelor’s degree
Computer Engineering, General	University of New Hampshire-Main Campus external site Durham, New Hampshire	9 graduated with Bachelor’s degree
Computer Engineering, General	University of Washington-Tacoma Campus external site Tacoma, Washington	9 graduated with Bachelor’s degree
Computer Engineering, General	Western Michigan University external site Kalamazoo, Michigan	9 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Programming, Specific Applications	Lone Star College System external site The Woodlands, Texas	9 graduated with Associate’s degree
Computer Programming, Specific Applications	Massasoit Community College external site Brockton, Massachusetts	9 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Southern Crescent Technical College external site Griffin, Georgia	9 graduated with Less than one year certificate
Computer Programming/Programmer, General	Alvin Community College external site Alvin, Texas	2 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Wilbur Wright College external site Chicago, Illinois	6 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Gannon University external site Erie, Pennsylvania	9 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Jones County Junior College external site Ellisville, Mississippi	0 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Computer Programming/Programmer, General	Midland College external site Midland, Texas	8 graduated with Less than one year certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Moraine Park Technical College external site Fond du Lac, Wisconsin	9 graduated with Associate’s degree
Computer Programming/Programmer, General	Mt San Jacinto Community College District external site San Jacinto, California	9 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Palomar College external site San Marcos, California	2 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Polk State College external site Winter Haven, Florida	9 graduated with Associate’s degree
Computer Programming/Programmer, General	Rio Salado College external site Tempe, Arizona	7 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Saint Johns River State College external site Palatka, Florida	1 graduated with Less than one year certificate 8 graduated with Associate’s degree
Computer Programming/Programmer, General	Southern Arkansas University Tech external site Camden, Arkansas	9 graduated with Less than one year certificate
Computer Programming/Programmer, General	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	9 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Silicon Valley external site San Jose, California	0 graduated with Less than one year certificate 9 graduated with Bachelor’s degree
Computer Science	Alma College external site Alma, Michigan	9 graduated with Bachelor’s degree
Computer Science	Belhaven University external site Jackson, Mississippi	9 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Science	Bennington College external site Bennington, Vermont	9 graduated with Bachelor’s degree
Computer Science	Brigham Young University-Hawaii external site Laie, Hawaii	9 graduated with Bachelor’s degree
Computer Science	Central Methodist University-College of Graduate and Extended Studies external site Fayette, Missouri	0 graduated with Associate’s degree 9 graduated with Bachelor’s degree
Computer Science	College of Our Lady of the Elms external site Chicopee, Massachusetts	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	College of Saint Benedict external site Saint Joseph, Minnesota	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Columbia College external site Vienna, Virginia	9 graduated with Associate’s degree
Computer Science	Concordia University-Irvine external site Irvine, California	9 graduated with Bachelor’s degree
Computer Science	Endicott College external site Beverly, Massachusetts	2 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Computer Science	Finger Lakes Community College external site Canandaigua, New York	9 graduated with Associate’s degree
Computer Science	Harrisburg Area Community College external site Harrisburg, Pennsylvania	9 graduated with Associate’s degree
Computer Science	Indiana University-Kokomo external site Kokomo, Indiana	9 graduated with Bachelor’s degree
Computer Science	Inver Hills Community College external site Inver Grove Heights, Minnesota	9 graduated with Associate’s degree
Computer Science	King's College external site Wilkes-Barre, Pennsylvania	9 graduated with Bachelor’s degree
Computer Science	Lake Forest College external site Lake Forest, Illinois	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Manchester Community College external site Manchester, New Hampshire	9 graduated with Associate’s degree
Computer Science	Marietta College external site Marietta, Ohio	9 graduated with Bachelor’s degree
Computer Science	Milligan University external site Milligan, Tennessee	6 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Moreno Valley College external site Moreno Valley, California	9 graduated with Associate’s degree
Computer Science	Norwich University external site Northfield, Vermont	9 graduated with Bachelor’s degree
Computer Science	Ohio Wesleyan University external site Delaware, Ohio	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Regent University external site Virginia Beach, Virginia	9 graduated with Bachelor’s degree
Computer Science	Rio Hondo College external site Whittier, California	9 graduated with Associate’s degree
Computer Science	Seminole State College external site Seminole, Oklahoma	9 graduated with Associate’s degree
Computer Science	South Seattle College external site Seattle, Washington	9 graduated with Associate’s degree
Computer Science	Southern Maine Community College external site South Portland, Maine	9 graduated with Associate’s degree
Computer Science	Southwest Minnesota State University external site Marshall, Minnesota	9 graduated with Bachelor’s degree
Computer Science	Stonehill College external site Easton, Massachusetts	9 graduated with Bachelor’s degree
Computer Science	The University of Tennessee-Martin external site Martin, Tennessee	9 graduated with Bachelor’s degree
Computer Science	Tyler Junior College external site Tyler, Texas	9 graduated with Associate’s degree
Computer Science	Westminster University external site Salt Lake City, Utah	9 graduated with Bachelor’s degree
Computer Science	Wofford College external site Spartanburg, South Carolina	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Fairfield University external site Fairfield, Connecticut	0 graduated with Bachelor’s degree 9 graduated with Master’s degree
Computer Software Engineering	Mercer University external site Macon, Georgia	9 graduated with Master’s degree
Computer Software Engineering	Snow College external site Ephraim, Utah	4 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Software Engineering	Tufts University external site Medford, Massachusetts	9 graduated with Master’s degree
Computer Software Technology/Technician	Weber State University external site Ogden, Utah	9 graduated with Less than one year certificate
Data Science, General	Case Western Reserve University external site Cleveland, Ohio	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Champlain College external site Burlington, Vermont	5 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Science, General	East Carolina University external site Greenville, North Carolina	9 graduated with Master’s degree
Data Science, General	Gateway Technical College external site Kenosha, Wisconsin	9 graduated with Associate’s degree
Data Science, General	Metropolitan State University external site Saint Paul, Minnesota	9 graduated with Bachelor’s degree
Data Science, General	Mount Holyoke College external site South Hadley, Massachusetts	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Pennsylvania Western University external site California, Pennsylvania	6 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Data Science, General	Saint Mary's College external site Notre Dame, Indiana	9 graduated with Master’s degree
Data Science, General	William Jewell College external site Liberty, Missouri	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Economics and Computer Science	Washington University in St Louis external site Saint Louis, Missouri	9 graduated with Bachelor’s degree
Informatics	Clemson University external site Clemson, South Carolina	9 graduated with Doctor’s degree – research/scholarship
Informatics	University of Maine external site Orono, Maine	8 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Informatics	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	7 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Science/Studies	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Postbaccalaureate certificate 9 graduated with Master’s degree
Information Science/Studies	Elmhurst University external site Elmhurst, Illinois	9 graduated with Bachelor’s degree
Information Science/Studies	Frostburg State University external site Frostburg, Maryland	9 graduated with Bachelor’s degree
Information Science/Studies	Furman University external site Greenville, South Carolina	5 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Information Science/Studies	Indiana University-Indianapolis external site Indianapolis, Indiana	5 graduated with Less than one year certificate 4 graduated with Bachelor’s degree
Information Science/Studies	Instituto Tecnologico de Puerto Rico-Recinto de Manati external site Manati, Puerto Rico	9 graduated with Associate’s degree
Information Science/Studies	Northwest Mississippi Community College external site Senatobia, Mississippi	9 graduated with Associate’s degree
Information Science/Studies	Seattle University external site Seattle, Washington	9 graduated with Master’s degree
Information Science/Studies	SUNY College of Technology at Alfred external site Alfred, New York	9 graduated with Associate’s degree
Information Science/Studies	Texas A & M University-Kingsville external site Kingsville, Texas	9 graduated with Bachelor’s degree
Information Science/Studies	University of Southern California external site Los Angeles, California	9 graduated with Master’s degree
Information Technology	Binghamton University external site Vestal, New York	7 graduated with Bachelor’s degree 2 graduated with Master’s degree
Information Technology	DeVry University-Arizona external site Phoenix, Arizona	9 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Fort Peck Community College external site Poplar, Montana	9 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Las Positas College external site Livermore, California	0 graduated with Less than 12 weeks certificate 9 graduated with Associate’s degree
Information Technology	Lee University external site Cleveland, Tennessee	9 graduated with Bachelor’s degree
Information Technology	Oakland Community College external site Auburn Hills, Michigan	9 graduated with Associate’s degree
Information Technology	Oglala Lakota College external site Kyle, South Dakota	4 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Information Technology	Roxbury Community College external site Roxbury Crossing, Massachusetts	0 graduated with One but less than two years certificate 9 graduated with Associate’s degree
Information Technology	Sacred Heart University external site Fairfield, Connecticut	8 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Strayer University-District of Columbia external site Washington, District of Columbia	9 graduated with Bachelor’s degree
Information Technology	Thomas Edison State University external site Trenton, New Jersey	9 graduated with Master’s degree
Information Technology	Trevecca Nazarene University external site Nashville, Tennessee	0 graduated with Associate’s degree 9 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	University of New Hampshire College of Professional Studies Online external site Manchester, New Hampshire	9 graduated with Bachelor’s degree
Mathematics and Computer Science	DePaul University external site Chicago, Illinois	9 graduated with Bachelor’s degree
Mathematics and Computer Science	University of St Thomas external site Houston, Texas	9 graduated with Master’s degree
Mathematics and Computer Science	University of Utah external site Salt Lake City, Utah	4 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Orange Technical College-South Campus external site Orlando, Florida	9 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	University of Tulsa external site Tulsa, Oklahoma	9 graduated with Bachelor’s degree
Artificial Intelligence	George Washington University external site Washington, District of Columbia	8 graduated with Postbaccalaureate certificate
Artificial Intelligence	Montclair State University external site Montclair, New Jersey	1 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Cloud Computing	Victoria College external site Victoria, Texas	3 graduated with Less than one year certificate 5 graduated with Associate’s degree
Computer Engineering, General	Benedict College external site Columbia, South Carolina	8 graduated with Bachelor’s degree
Computer Engineering, General	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	8 graduated with Bachelor’s degree
Computer Engineering, General	Gonzaga University external site Spokane, Washington	8 graduated with Bachelor’s degree
Computer Engineering, General	South Dakota School of Mines and Technology external site Rapid City, South Dakota	8 graduated with Bachelor’s degree
Computer Engineering, General	State University of New York at New Paltz external site New Paltz, New York	8 graduated with Bachelor’s degree
Computer Engineering, General	Tennessee State University external site Nashville, Tennessee	3 graduated with Master’s degree 5 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Bridgeport external site Bridgeport, Connecticut	5 graduated with Bachelor’s degree 1 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Denver external site Denver, Colorado	6 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Engineering, General	University of Idaho external site Moscow, Idaho	8 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Engineering, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	8 graduated with Bachelor’s degree
Computer Engineering, General	Vanderbilt University external site Nashville, Tennessee	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Programming, Specific Applications	Mott Community College external site Flint, Michigan	2 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming, Specific Applications	Rio Salado College external site Tempe, Arizona	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming, Specific Applications	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	8 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Aspen University external site Phoenix, Arizona	8 graduated with Master’s degree
Computer Programming/Programmer, General	Berkeley City College external site Berkeley, California	0 graduated with Less than one year certificate 4 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Bossier Parish Community College external site Bossier City, Louisiana	5 graduated with Less than one year certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Brazosport College external site Lake Jackson, Texas	4 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Central Arizona College external site Coolidge, Arizona	0 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Computer Programming/Programmer, General	Dixie Technical College external site Saint George, Utah	8 graduated with One but less than two years certificate
Computer Programming/Programmer, General	East Mississippi Community College external site Scooba, Mississippi	8 graduated with Associate’s degree
Computer Programming/Programmer, General	Embry-Riddle Aeronautical University-Worldwide external site Daytona Beach, Florida	8 graduated with Less than one year certificate
Computer Programming/Programmer, General	Illinois Central College external site East Peoria, Illinois	0 graduated with One but less than two years certificate 8 graduated with Associate’s degree
Computer Programming/Programmer, General	Lanier Technical College external site Gainesville, Georgia	0 graduated with Less than one year certificate 5 graduated with Associate’s degree 3 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Los Angeles Harbor College external site Wilmington, California	2 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Morningside University external site Sioux City, Iowa	8 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Northeast Texas Community College external site Mount Pleasant, Texas	8 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Anderson University external site Anderson, Indiana	8 graduated with Bachelor’s degree
Computer Science	Andrews University external site Berrien Springs, Michigan	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Ashland University external site Ashland, Ohio	8 graduated with Bachelor’s degree
Computer Science	Azusa Pacific University external site Azusa, California	8 graduated with Bachelor’s degree
Computer Science	Benedictine College external site Atchison, Kansas	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Central College external site Pella, Iowa	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Charleston Southern University external site Charleston, South Carolina	8 graduated with Bachelor’s degree
Computer Science	Christian Brothers University external site Memphis, Tennessee	8 graduated with Bachelor’s degree
Computer Science	Copiah-Lincoln Community College external site Wesson, Mississippi	8 graduated with Associate’s degree
Computer Science	Gannon University external site Erie, Pennsylvania	8 graduated with Bachelor’s degree
Computer Science	Grand View University external site Des Moines, Iowa	6 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Illinois College external site Jacksonville, Illinois	8 graduated with Bachelor’s degree
Computer Science	Lane Community College external site Eugene, Oregon	8 graduated with Associate’s degree
Computer Science	Loyola University Chicago external site Chicago, Illinois	8 graduated with Master’s degree
Computer Science	Minnesota State University-Mankato external site Mankato, Minnesota	8 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Plymouth State University external site Plymouth, New Hampshire	8 graduated with Bachelor’s degree
Computer Science	Presbyterian College external site Clinton, South Carolina	8 graduated with Bachelor’s degree
Computer Science	Saint Michael's College external site Colchester, Vermont	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Saint Norbert College external site De Pere, Wisconsin	8 graduated with Bachelor’s degree
Computer Science	Saint Vincent College external site Latrobe, Pennsylvania	8 graduated with Bachelor’s degree
Computer Science	South College external site Knoxville, Tennessee	6 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	The University of Texas at El Paso external site El Paso, Texas	8 graduated with Doctor’s degree – research/scholarship
Computer Science	University of St Thomas external site Houston, Texas	8 graduated with Bachelor’s degree
Computer Science	University of Virginia's College at Wise external site Wise, Virginia	8 graduated with Bachelor’s degree
Computer Science	Wharton County Junior College external site Wharton, Texas	8 graduated with Associate’s degree
Computer Science	Wittenberg University external site Springfield, Ohio	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Xavier University of Louisiana external site New Orleans, Louisiana	8 graduated with Bachelor’s degree
Computer Software Engineering	Cleveland State University external site Cleveland, Ohio	8 graduated with Master’s degree
Computer Software Engineering	East Carolina University external site Greenville, North Carolina	7 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Software Engineering	St. Mary's University external site San Antonio, Texas	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Computer Software Engineering	University of Advancing Technology external site Tempe, Arizona	0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Computer Software Engineering	University of Central Missouri external site Warrensburg, Missouri	8 graduated with Bachelor’s degree
Computer Software Engineering	University of Wisconsin-La Crosse external site La Crosse, Wisconsin	8 graduated with Master’s degree
Computer Software Technology/Technician	Cincinnati State Technical and Community College external site Cincinnati, Ohio	8 graduated with Associate’s degree
Data Science, General	City University of Seattle external site Seattle, Washington	1 graduated with Bachelor’s degree 7 graduated with Master’s degree
Data Science, General	Dartmouth College external site Hanover, New Hampshire	8 graduated with Bachelor’s degree
Data Science, General	Regis University external site Denver, Colorado	8 graduated with One but less than two years certificate
Data Science, General	Saint Louis University external site Saint Louis, Missouri	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	University of Arizona external site Tucson, Arizona	0 graduated with Postbaccalaureate certificate 8 graduated with Master’s degree
Data Science, General	University of Kansas external site Lawrence, Kansas	8 graduated with Postbaccalaureate certificate
Data Science, General	University of North Texas external site Denton, Texas	6 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate
Data Science, General	Walden University external site Minneapolis, Minnesota	8 graduated with Master’s degree
Informatics	Emory University external site Atlanta, Georgia	8 graduated with Master’s degree
Information Science/Studies	Angelo State University external site San Angelo, Texas	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Bethune-Cookman University external site Daytona Beach, Florida	8 graduated with Bachelor’s degree
Information Science/Studies	City Colleges of Chicago-Richard J Daley College external site Chicago, Illinois	8 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Coastal Carolina University external site Conway, South Carolina	8 graduated with Bachelor’s degree
Information Science/Studies	Fulton-Montgomery Community College external site Johnstown, New York	8 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Mont Alto external site Mont Alto, Pennsylvania	1 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania State University-Penn State York external site York, Pennsylvania	1 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Information Science/Studies	Potomac State College of West Virginia University external site Keyser, West Virginia	8 graduated with Associate’s degree
Information Science/Studies	Southeastern Oklahoma State University external site Durant, Oklahoma	8 graduated with Bachelor’s degree
Information Science/Studies	University of Arizona external site Tucson, Arizona	7 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	8 graduated with Postbaccalaureate certificate
Information Science/Studies	Western Wyoming Community College external site Rock Springs, Wyoming	5 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Capitol Technology University external site Laurel, Maryland	8 graduated with Doctor’s degree – research/scholarship
Information Technology	Columbia University in the City of New York external site New York, New York	8 graduated with Master’s degree
Information Technology	Delaware County Community College external site Media, Pennsylvania	8 graduated with Associate’s degree
Information Technology	Dyersburg State Community College external site Dyersburg, Tennessee	6 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	East Tennessee State University external site Johnson City, Tennessee	8 graduated with Master’s degree
Information Technology	Harrisburg University of Science and Technology external site Harrisburg, Pennsylvania	8 graduated with Bachelor’s degree
Information Technology	Indiana University of Pennsylvania-Main Campus external site Indiana, Pennsylvania	8 graduated with Postbaccalaureate certificate
Information Technology	Mesa Community College external site Mesa, Arizona	8 graduated with Associate’s degree
Information Technology	Millersville University of Pennsylvania external site Millersville, Pennsylvania	8 graduated with Bachelor’s degree
Information Technology	Mount Wachusett Community College external site Gardner, Massachusetts	8 graduated with Less than one year certificate
Information Technology	Norfolk State University external site Norfolk, Virginia	8 graduated with Bachelor’s degree
Information Technology	Rockingham Community College external site Wentworth, North Carolina	4 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Saint Johns River State College external site Palatka, Florida	4 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Salem State University external site Salem, Massachusetts	8 graduated with Bachelor’s degree
Information Technology	Santa Ana College external site Santa Ana, California	3 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Scottsdale Community College external site Scottsdale, Arizona	8 graduated with Associate’s degree
Information Technology	Strayer University-Alabama external site Birmingham, Alabama	8 graduated with Bachelor’s degree
Information Technology	SUNY College at Plattsburgh external site Plattsburgh, New York	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	The College of Westchester external site White Plains, New York	8 graduated with Bachelor’s degree
Information Technology	The University of Montana external site Missoula, Montana	8 graduated with Associate’s degree
Information Technology	University of Arkansas Community College-Batesville external site Batesville, Arkansas	7 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Information Technology	University of Cincinnati-Clermont College external site Batavia, Ohio	2 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	Vermont State University external site Randolph, Vermont	1 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Information Technology	West Virginia Northern Community College external site Wheeling, West Virginia	5 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Information Technology	Western Illinois University external site Macomb, Illinois	8 graduated with Bachelor’s degree
Information Technology	Wilmington University external site New Castle, Delaware	2 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Mathematics and Computer Science	Purdue University-Main Campus external site West Lafayette, Indiana	8 graduated with Bachelor’s degree
Mathematics and Computer Science	The University of Tampa external site Tampa, Florida	7 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Pennsylvania State University-Main Campus external site University Park, Pennsylvania	7 graduated with Bachelor’s degree
Artificial Intelligence	South Dakota School of Mines and Technology external site Rapid City, South Dakota	7 graduated with Master’s degree
Cloud Computing	Central Louisiana Technical Community College external site Alexandria, Louisiana	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Engineering, General	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	7 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Florida Agricultural and Mechanical University external site Tallahassee, Florida	7 graduated with Bachelor’s degree
Computer Engineering, General	Howard University external site Washington, District of Columbia	7 graduated with Bachelor’s degree
Computer Engineering, General	Liberty University external site Lynchburg, Virginia	7 graduated with Bachelor’s degree
Computer Engineering, General	Salt Lake Community College external site Salt Lake City, Utah	7 graduated with Associate’s degree
Computer Engineering, General	Union College external site Schenectady, New York	7 graduated with Bachelor’s degree
Computer Engineering, General	United States Naval Academy external site Annapolis, Maryland	7 graduated with Bachelor’s degree
Computer Engineering, General	Walla Walla University external site College Place, Washington	7 graduated with Bachelor’s degree
Computer Engineering, General	Western New England University external site Springfield, Massachusetts	7 graduated with Bachelor’s degree
Computer Engineering, General	York College of Pennsylvania external site York, Pennsylvania	7 graduated with Bachelor’s degree
Computer Game Programming	Washtenaw Community College external site Ann Arbor, Michigan	7 graduated with Less than one year certificate
Computer Programming, Specific Applications	Albany Technical College external site Albany, Georgia	7 graduated with Less than one year certificate
Computer Programming, Specific Applications	Anoka Technical College external site Anoka, Minnesota	7 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Benjamin Franklin Cummings Institute of Technology external site Boston, Massachusetts	7 graduated with Less than one year certificate
Computer Programming, Specific Applications	Butler County Community College external site Butler, Pennsylvania	7 graduated with Associate’s degree
Computer Programming, Specific Applications	Hennepin Technical College external site Brooklyn Park, Minnesota	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 5 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Programming, Specific Applications	McHenry County College external site Crystal Lake, Illinois	4 graduated with Less than one year certificate 3 graduated with Associate’s degree
Computer Programming, Specific Applications	Miami Dade College external site Miami, Florida	7 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Mid Michigan College external site Harrison, Michigan	7 graduated with Associate’s degree
Computer Programming, Specific Applications	Palm Beach State College external site Lake Worth, Florida	7 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Phoenix College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate 7 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Prince George's Community College external site Largo, Maryland	7 graduated with Less than one year certificate
Computer Programming, Specific Applications	SUNY College of Technology at Alfred external site Alfred, New York	7 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Utah Valley University external site Orem, Utah	7 graduated with Less than one year certificate
Computer Programming, Specific Platforms	Mercer University external site Macon, Georgia	7 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Central New Mexico Community College external site Albuquerque, New Mexico	0 graduated with Less than one year certificate 7 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Central Texas College external site Killeen, Texas	7 graduated with Associate’s degree
Computer Programming/Programmer, General	Citrus College external site Glendora, California	7 graduated with Less than one year certificate
Computer Programming/Programmer, General	City Colleges of Chicago-Harold Washington College external site Chicago, Illinois	7 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Cochise County Community College District external site Sierra Vista, Arizona	7 graduated with Associate’s degree
Computer Programming/Programmer, General	Columbia Basin College external site Pasco, Washington	0 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	Columbia College Chicago external site Chicago, Illinois	7 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Davis Technical College external site Kaysville, Utah	7 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Gateway Technical College external site Kenosha, Wisconsin	7 graduated with Associate’s degree
Computer Programming/Programmer, General	Minnesota State University-Mankato external site Mankato, Minnesota	7 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Navarro College external site Corsicana, Texas	0 graduated with One but less than two years certificate 7 graduated with Associate’s degree
Computer Programming/Programmer, General	North Shore Community College external site Danvers, Massachusetts	7 graduated with Associate’s degree
Computer Programming/Programmer, General	Northampton County Area Community College external site Bethlehem, Pennsylvania	1 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Northwood Technical College external site Rice Lake, Wisconsin	7 graduated with Associate’s degree
Computer Programming/Programmer, General	NUC University external site Bayamon, Puerto Rico	7 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Rock Valley College external site Rockford, Illinois	3 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Tooele Technical College external site Tooele, Utah	7 graduated with One but less than two years certificate
Computer Programming/Programmer, General	University of Mount Union external site Alliance, Ohio	7 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Vincennes University external site Vincennes, Indiana	7 graduated with Associate’s degree
Computer Programming/Programmer, General	Western Technical College external site La Crosse, Wisconsin	7 graduated with Associate’s degree
Computer Science	Blinn College District external site Brenham, Texas	7 graduated with Associate’s degree
Computer Science	Bloomfield College external site Bloomfield, New Jersey	7 graduated with Bachelor’s degree
Computer Science	Bob Jones University external site Greenville, South Carolina	7 graduated with Bachelor’s degree
Computer Science	Concordia University-Nebraska external site Seward, Nebraska	7 graduated with Bachelor’s degree
Computer Science	DePaul University external site Chicago, Illinois	0 graduated with Bachelor’s degree 0 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Computer Science	Eastern Mennonite University external site Harrisonburg, Virginia	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Elizabeth City State University external site Elizabeth City, North Carolina	7 graduated with Bachelor’s degree
Computer Science	Hastings College external site Hastings, Nebraska	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Computer Science	Houston Christian University external site Houston, Texas	7 graduated with Bachelor’s degree
Computer Science	Inter American University of Puerto Rico-Barranquitas external site Barranquitas, Puerto Rico	0 graduated with Associate’s degree 7 graduated with Bachelor’s degree
Computer Science	Ithaca College external site Ithaca, New York	7 graduated with Bachelor’s degree
Computer Science	Jamestown Community College external site Jamestown, New York	7 graduated with Associate’s degree
Computer Science	Lake Washington Institute of Technology external site Kirkland, Washington	7 graduated with Associate’s degree
Computer Science	LeTourneau University external site Longview, Texas	7 graduated with Bachelor’s degree
Computer Science	Loras College external site Dubuque, Iowa	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Methodist University external site Fayetteville, North Carolina	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Monterey Peninsula College external site Monterey, California	0 graduated with Less than one year certificate 7 graduated with Associate’s degree
Computer Science	St. Thomas University external site Miami Gardens, Florida	7 graduated with Bachelor’s degree
Computer Science	SUNY Broome Community College external site Binghamton, New York	6 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Computer Science	Tougaloo College external site Tougaloo, Mississippi	4 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	University of Central Arkansas external site Conway, Arkansas	7 graduated with Master’s degree
Computer Science	University of Dallas external site Irving, Texas	7 graduated with Bachelor’s degree
Computer Science	University of Detroit Mercy external site Detroit, Michigan	7 graduated with Bachelor’s degree
Computer Science	University of the Virgin Islands external site Charlotte Amalie, Virgin Islands	0 graduated with Less than one year certificate 1 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Computer Science	West Los Angeles College external site Culver City, California	7 graduated with Associate’s degree
Computer Software Engineering	Drury University external site Springfield, Missouri	7 graduated with Bachelor’s degree
Computer Software Engineering	Dunwoody College of Technology external site Minneapolis, Minnesota	7 graduated with Bachelor’s degree
Computer Software Engineering	Quinnipiac University external site Hamden, Connecticut	7 graduated with Bachelor’s degree
Computer Software Engineering	Saint Leo University external site Saint Leo, Florida	7 graduated with Bachelor’s degree
Computer Software Engineering	Southern Methodist University external site Dallas, Texas	0 graduated with Postbaccalaureate certificate 6 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	University of Cincinnati-Main Campus external site Cincinnati, Ohio	4 graduated with Less than one year certificate 3 graduated with Master’s degree
Computer Software Technology/Technician	Duke University external site Durham, North Carolina	7 graduated with Master’s degree
Computer Software Technology/Technician	University of Advancing Technology external site Tempe, Arizona	3 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Data Science, General	Air Force Institute of Technology-Graduate School of Engineering & Management external site Wright-Patterson AFB, Ohio	7 graduated with Master’s degree
Data Science, General	Earlham College external site Richmond, Indiana	4 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Embry-Riddle Aeronautical University-Daytona Beach external site Daytona Beach, Florida	7 graduated with Master’s degree
Data Science, General	Florida Polytechnic University external site Lakeland, Florida	0 graduated with Associate’s degree 6 graduated with Bachelor’s degree 1 graduated with Master’s degree
Data Science, General	St Petersburg College external site St. Petersburg, Florida	7 graduated with Associate’s degree
Data Science, General	The College of Wooster external site Wooster, Ohio	5 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Truman State University external site Kirksville, Missouri	0 graduated with Postbaccalaureate certificate 7 graduated with Master’s degree
Data Science, General	University of Iowa external site Iowa City, Iowa	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Data Science, General	University of Kentucky external site Lexington, Kentucky	7 graduated with Master’s degree
Data Science, General	Western Washington University external site Bellingham, Washington	7 graduated with Bachelor’s degree
Informatics	Idaho State University external site Pocatello, Idaho	1 graduated with One but less than two years certificate 6 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Informatics	Indiana University-East external site Richmond, Indiana	7 graduated with Bachelor’s degree
Informatics	Metropolitan Community College Area external site Omaha, Nebraska	7 graduated with Associate’s degree
Informatics	New College of Florida external site Sarasota, Florida	7 graduated with Master’s degree
Informatics	Northeast Community College external site Norfolk, Nebraska	7 graduated with Less than one year certificate
Informatics	University of Georgia external site Athens, Georgia	7 graduated with Less than one year certificate
Informatics	University of Montevallo external site Montevallo, Alabama	7 graduated with Bachelor’s degree
Informatics	Widener University external site Chester, Pennsylvania	7 graduated with Bachelor’s degree
Information Science/Studies	Arkansas State University-Mountain Home external site Mountain Home, Arkansas	3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Science/Studies	Arkansas Tech University external site Russellville, Arkansas	7 graduated with Less than one year certificate
Information Science/Studies	Atlantic University external site Guaynabo, Puerto Rico	7 graduated with Bachelor’s degree
Information Science/Studies	Cape Cod Community College external site West Barnstable, Massachusetts	7 graduated with Associate’s degree
Information Science/Studies	College of Staten Island CUNY external site Staten Island, New York	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Lake Land College external site Mattoon, Illinois	1 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Science/Studies	Lenoir-Rhyne University external site Hickory, North Carolina	7 graduated with Bachelor’s degree
Information Science/Studies	Mercy University external site Dobbs Ferry, New York	7 graduated with Bachelor’s degree
Information Science/Studies	Rasmussen University-Florida external site Ocala, Florida	7 graduated with Bachelor’s degree
Information Science/Studies	San Jose State University external site San Jose, California	7 graduated with Bachelor’s degree
Information Science/Studies	Shawnee Community College external site Ullin, Illinois	7 graduated with Less than 12 weeks certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Strayer University-Alabama external site Birmingham, Alabama	0 graduated with One but less than two years certificate 3 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Information Science/Studies	Tompkins Cortland Community College external site Dryden, New York	7 graduated with Associate’s degree
Information Science/Studies	University of Maine external site Orono, Maine	7 graduated with Postbaccalaureate certificate
Information Technology	Chandler-Gilbert Community College external site Chandler, Arizona	7 graduated with Associate’s degree
Information Technology	Coastline Community College external site Fountain Valley, California	2 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Florida Atlantic University external site Boca Raton, Florida	7 graduated with Master’s degree
Information Technology	Florida Career College-Miami external site Miami, Florida	7 graduated with Associate’s degree
Information Technology	Morton College external site Cicero, Illinois	7 graduated with Associate’s degree
Information Technology	Prairie State College external site Chicago Heights, Illinois	7 graduated with Associate’s degree
Information Technology	Reedley College external site Reedley, California	7 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	University of La Verne external site La Verne, California	7 graduated with Bachelor’s degree
Information Technology	West Los Angeles College external site Culver City, California	1 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Mathematics and Computer Science	California Institute of Technology external site Pasadena, California	0 graduated with Master’s degree 7 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Indiana University-South Bend external site South Bend, Indiana	7 graduated with Master’s degree
Mathematics and Computer Science	Lewis & Clark College external site Portland, Oregon	6 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	0 graduated with Bachelor’s degree 7 graduated with Postbaccalaureate certificate
Mathematics and Computer Science	Virginia Wesleyan University external site Virginia Beach, Virginia	7 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Academy of Interactive Entertainment external site Seattle, Washington	7 graduated with Two but less than 4 years certificate
Modeling, Virtual Environments and Simulation	Eastern Iowa Community College District external site Davenport, Iowa	3 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	Montclair State University external site Montclair, New Jersey	7 graduated with One but less than two years certificate
Artificial Intelligence	Long Island University external site Brookville, New York	1 graduated with Bachelor’s degree 5 graduated with Master’s degree
Artificial Intelligence	Oregon State University external site Corvallis, Oregon	4 graduated with Master’s degree 1 graduated with Master’s degree (second major) 0 graduated with Doctor’s degree – research/scholarship 1 graduated with Doctor’s degree – research/scholarship (second major)
Artificial Intelligence	University of Michigan-Dearborn external site Dearborn, Michigan	6 graduated with Master’s degree
Computer Engineering, General	Amarillo College external site Amarillo, Texas	6 graduated with Associate’s degree
Computer Engineering, General	Arkansas Tech University external site Russellville, Arkansas	6 graduated with Bachelor’s degree
Computer Engineering, General	Central Michigan University external site Mount Pleasant, Michigan	6 graduated with Bachelor’s degree
Computer Engineering, General	LeTourneau University external site Longview, Texas	6 graduated with Bachelor’s degree
Computer Engineering, General	Purdue University Fort Wayne external site Fort Wayne, Indiana	6 graduated with Bachelor’s degree
Computer Engineering, General	Seattle Pacific University external site Seattle, Washington	6 graduated with Bachelor’s degree
Computer Engineering, General	Universidad Politecnica de Puerto Rico external site Hato Rey, Puerto Rico	6 graduated with Master’s degree
Computer Engineering, General	University of Alaska Anchorage external site Anchorage, Alaska	6 graduated with Bachelor’s degree
Computer Game Programming	Baker College external site Owosso, Michigan	6 graduated with Bachelor’s degree
Computer Game Programming	New England Institute of Technology external site East Greenwich, Rhode Island	6 graduated with Bachelor’s degree
Computer Game Programming	UCNJ Union College of Union County, NJ external site Cranford, New Jersey	6 graduated with Associate’s degree
Computer Programming, Specific Applications	Coastal Pines Technical College external site Waycross, Georgia	6 graduated with Less than one year certificate
Computer Programming, Specific Applications	College of Lake County external site Grayslake, Illinois	6 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Colorado Mesa University external site Grand Junction, Colorado	6 graduated with Less than one year certificate
Computer Programming, Specific Applications	Santa Fe College external site Gainesville, Florida	6 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Tulane University of Louisiana external site New Orleans, Louisiana	6 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Computer Programming, Vendor/Product Certification	Pinellas Technical College-Clearwater external site Clearwater, Florida	6 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Arkansas State University-Beebe external site Beebe, Arkansas	2 graduated with Less than one year certificate 2 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Bates Technical College external site Tacoma, Washington	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Berkshire Community College external site Pittsfield, Massachusetts	6 graduated with Less than one year certificate
Computer Programming/Programmer, General	BridgeValley Community & Technical College external site South Charleston, West Virginia	6 graduated with Associate’s degree
Computer Programming/Programmer, General	Caribbean University-Bayamon external site Bayamon, Puerto Rico	2 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Computer Programming/Programmer, General	College of Southern Maryland external site La Plata, Maryland	1 graduated with Less than one year certificate 5 graduated with Associate’s degree
Computer Programming/Programmer, General	Columbia College external site Sonora, California	6 graduated with Associate’s degree
Computer Programming/Programmer, General	Delta College external site University Center, Michigan	6 graduated with Associate’s degree
Computer Programming/Programmer, General	Edmonds College external site Lynnwood, Washington	1 graduated with Less than 12 weeks certificate 3 graduated with Less than one year certificate 2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Green Country Technology Center external site Okmulgee, Oklahoma	6 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Hardin-Simmons University external site Abilene, Texas	6 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Indian River State College external site Fort Pierce, Florida	6 graduated with Less than one year certificate
Computer Programming/Programmer, General	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	6 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Los Angeles Mission College external site Sylmar, California	4 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Los Angeles Pierce College external site Woodland Hills, California	4 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Mid-State Technical College external site Wisconsin Rapids, Wisconsin	0 graduated with Less than one year certificate 6 graduated with Associate’s degree
Computer Programming/Programmer, General	Minnesota State College Southeast external site Winona, Minnesota	6 graduated with Associate’s degree
Computer Programming/Programmer, General	South Hills School of Business & Technology external site State College, Pennsylvania	6 graduated with Associate’s degree
Computer Programming/Programmer, General	St Philip's College external site San Antonio, Texas	4 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Arkansas at Little Rock external site Little Rock, Arkansas	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 5 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Arkansas-Fort Smith external site Fort Smith, Arkansas	6 graduated with Less than one year certificate
Computer Science	Baldwin Wallace University external site Berea, Ohio	6 graduated with Bachelor’s degree
Computer Science	Cairn University-Langhorne external site Langhorne, Pennsylvania	6 graduated with Bachelor’s degree
Computer Science	Central State University external site Wilberforce, Ohio	0 graduated with One but less than two years certificate 6 graduated with Bachelor’s degree
Computer Science	Claflin University external site Orangeburg, South Carolina	6 graduated with Bachelor’s degree
Computer Science	Concordia University Texas external site Austin, Texas	6 graduated with Bachelor’s degree
Computer Science	Earlham College external site Richmond, Indiana	6 graduated with Bachelor’s degree
Computer Science	Felician University external site Lodi, New Jersey	6 graduated with Master’s degree
Computer Science	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	6 graduated with Bachelor’s degree
Computer Science	La Sierra University external site Riverside, California	6 graduated with Bachelor’s degree
Computer Science	Laramie County Community College external site Cheyenne, Wyoming	6 graduated with Associate’s degree
Computer Science	Marquette University external site Milwaukee, Wisconsin	0 graduated with Master’s degree 6 graduated with Doctor’s degree – research/scholarship
Computer Science	McKendree University external site Lebanon, Illinois	6 graduated with Bachelor’s degree
Computer Science	Monmouth College external site Monmouth, Illinois	6 graduated with Bachelor’s degree
Computer Science	Mount St. Joseph University external site Cincinnati, Ohio	4 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Oakwood University external site Huntsville, Alabama	6 graduated with Bachelor’s degree
Computer Science	Paradise Valley Community College external site Phoenix, Arizona	6 graduated with Associate’s degree
Computer Science	Seton Hill University external site Greensburg, Pennsylvania	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Shaw University external site Raleigh, North Carolina	6 graduated with Bachelor’s degree
Computer Science	SUNY Corning Community College external site Corning, New York	6 graduated with Associate’s degree
Computer Science	Temple College external site Temple, Texas	6 graduated with Associate’s degree
Computer Science	Texas Lutheran University external site Seguin, Texas	6 graduated with Bachelor’s degree
Computer Science	The University of Texas at San Antonio external site San Antonio, Texas	6 graduated with Doctor’s degree – research/scholarship
Computer Science	Thomas College external site Waterville, Maine	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	University of Alaska Fairbanks external site Fairbanks, Alaska	5 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Science	University of Guam external site Mangilao, Guam	6 graduated with Bachelor’s degree
Computer Science	Washington College external site Chestertown, Maryland	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Winston-Salem State University external site Winston-Salem, North Carolina	6 graduated with Bachelor’s degree
Computer Science	Women's Institute of Torah Seminary and College external site Baltimore, Maryland	6 graduated with Bachelor’s degree
Computer Software Engineering	Indiana Institute of Technology external site Fort Wayne, Indiana	6 graduated with Bachelor’s degree
Computer Software Engineering	Lipscomb University external site Nashville, Tennessee	6 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Software Engineering	Rasmussen University-North Dakota external site Fargo, North Dakota	6 graduated with Associate’s degree
Computer Software Engineering	Saint Louis University external site Saint Louis, Missouri	6 graduated with Master’s degree
Computer Software Engineering	Trine University external site Angola, Indiana	6 graduated with Bachelor’s degree
Computer Software Engineering	Utah Tech University external site Saint George, Utah	6 graduated with Bachelor’s degree
Computer Software Engineering	Walden University external site Minneapolis, Minnesota	6 graduated with Master’s degree
Computer Software Technology/Technician	Coconino Community College external site Flagstaff, Arizona	6 graduated with Associate’s degree
Data Science, General	American University external site Washington, District of Columbia	6 graduated with Master’s degree
Data Science, General	Bellarmine University external site Louisville, Kentucky	6 graduated with Bachelor’s degree
Data Science, General	Carolina University external site Winston-Salem, North Carolina	6 graduated with Master’s degree
Data Science, General	Carthage College external site Kenosha, Wisconsin	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Informatics	Pennsylvania State University-World Campus external site University Park, Pennsylvania	6 graduated with Master’s degree
Information Science/Studies	City Colleges of Chicago-Malcolm X College external site Chicago, Illinois	6 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Emporia State University external site Emporia, Kansas	6 graduated with Bachelor’s degree
Information Science/Studies	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	6 graduated with Master’s degree
Information Science/Studies	Genesee Community College external site Batavia, New York	6 graduated with Associate’s degree
Information Science/Studies	Hood College external site Frederick, Maryland	6 graduated with Postbaccalaureate certificate
Information Science/Studies	Instituto Tecnologico de Puerto Rico-Recinto de Guayama external site Guayama, Puerto Rico	6 graduated with Associate’s degree
Information Science/Studies	Point Park University external site Pittsburgh, Pennsylvania	6 graduated with Master’s degree
Information Science/Studies	Saint Xavier University external site Chicago, Illinois	6 graduated with Bachelor’s degree
Information Science/Studies	SUNY Brockport external site Brockport, New York	6 graduated with Bachelor’s degree
Information Science/Studies	The Catholic University of America external site Washington, District of Columbia	1 graduated with One but less than two years certificate 5 graduated with Master’s degree
Information Science/Studies	Thomas Jefferson University external site Philadelphia, Pennsylvania	6 graduated with Bachelor’s degree
Information Science/Studies	Triton College external site River Grove, Illinois	2 graduated with Less than 12 weeks certificate 4 graduated with Associate’s degree
Information Science/Studies	University of Northwestern-St Paul external site Saint Paul, Minnesota	4 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate
Information Technology	Abilene Christian University-Undergraduate Online external site Addison, Texas	6 graduated with Bachelor’s degree
Information Technology	Bentley University external site Waltham, Massachusetts	6 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Technology	College of the Desert external site Palm Desert, California	6 graduated with Associate’s degree
Information Technology	College of the Sequoias external site Visalia, California	2 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Colorado Christian University external site Lakewood, Colorado	3 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Information Technology	Crafton Hills College external site Yucaipa, California	5 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico Inc-San Sebastian external site San Sebastian, Puerto Rico	6 graduated with Associate’s degree
Information Technology	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	6 graduated with Bachelor’s degree
Information Technology	Florida Panhandle Technical College external site Chipley, Florida	6 graduated with Less than one year certificate
Information Technology	Georgia Southwestern State University external site Americus, Georgia	6 graduated with Bachelor’s degree
Information Technology	Glendale Community College external site Glendale, Arizona	6 graduated with Associate’s degree
Information Technology	Great Plains Technology Center external site Lawton, Oklahoma	6 graduated with One but less than two years certificate
Information Technology	Indiana Institute of Technology-College of Professional Studies external site Fort Wayne, Indiana	6 graduated with Associate’s degree
Information Technology	Indiana University-Southeast external site New Albany, Indiana	6 graduated with Less than one year certificate
Information Technology	James A. Rhodes State College external site Lima, Ohio	4 graduated with Less than 12 weeks certificate 2 graduated with Less than one year certificate
Information Technology	Juniata College external site Huntingdon, Pennsylvania	6 graduated with Bachelor’s degree
Information Technology	Lipscomb University external site Nashville, Tennessee	0 graduated with Associate’s degree 6 graduated with Bachelor’s degree
Information Technology	Marist College external site Poughkeepsie, New York	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 0 graduated with Two but less than 4 years certificate 6 graduated with Bachelor’s degree
Information Technology	Misericordia University external site Dallas, Pennsylvania	6 graduated with Bachelor’s degree
Information Technology	Missouri Baptist University external site Saint Louis, Missouri	6 graduated with Bachelor’s degree
Information Technology	Olney Central College external site Olney, Illinois	2 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Owens Community College external site Perrysburg, Ohio	6 graduated with Associate’s degree
Information Technology	Platt College-Los Angeles external site Alhambra, California	6 graduated with Associate’s degree
Information Technology	Point Park University external site Pittsburgh, Pennsylvania	6 graduated with Bachelor’s degree
Information Technology	Porterville College external site Porterville, California	0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	Rio Salado College external site Tempe, Arizona	6 graduated with Associate’s degree
Information Technology	Shenandoah University external site Winchester, Virginia	5 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Shepherd University external site Shepherdstown, West Virginia	6 graduated with Bachelor’s degree
Information Technology	Skyline College external site San Bruno, California	6 graduated with Associate’s degree
Information Technology	South Central College external site North Mankato, Minnesota	0 graduated with Less than one year certificate 4 graduated with Associate’s degree 2 graduated with Associate’s degree (second major) 0 graduated with Two but less than 4 years certificate
Information Technology	South Mountain Community College external site Phoenix, Arizona	0 graduated with Less than one year certificate 6 graduated with Associate’s degree
Information Technology	Southeastern Community College external site Whiteville, North Carolina	2 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Strayer University-Delaware external site Wilmington, Delaware	6 graduated with Bachelor’s degree
Information Technology	Strayer University-Pennsylvania external site Trevose, Pennsylvania	6 graduated with Bachelor’s degree
Information Technology	SUNY College of Technology at Canton external site Canton, New York	6 graduated with Bachelor’s degree
Information Technology	The College of Saint Rose external site Albany, New York	1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Information Technology	Thomas More University external site Crestview Hills, Kentucky	6 graduated with Bachelor’s degree
Information Technology	Truckee Meadows Community College external site Reno, Nevada	0 graduated with One but less than two years certificate 6 graduated with Associate’s degree
Information Technology	United States Military Academy external site West Point, New York	6 graduated with Bachelor’s degree
Information Technology	Western Piedmont Community College external site Morganton, North Carolina	3 graduated with Less than one year certificate 3 graduated with Associate’s degree
Mathematics and Computer Science	Reed College external site Portland, Oregon	6 graduated with Bachelor’s degree
Artificial Intelligence	Chandler-Gilbert Community College external site Chandler, Arizona	1 graduated with Less than one year certificate 4 graduated with Associate’s degree
Artificial Intelligence	Indiana University-Bloomington external site Bloomington, Indiana	2 graduated with Bachelor’s degree 3 graduated with Master’s degree
Cloud Computing	Lake Technical College external site Eustis, Florida	5 graduated with One but less than two years certificate
Computer Engineering, General	Bethune-Cookman University external site Daytona Beach, Florida	5 graduated with Bachelor’s degree
Computer Engineering, General	Fort Lewis College external site Durango, Colorado	5 graduated with Bachelor’s degree
Computer Engineering, General	Metropolitan State University of Denver external site Denver, Colorado	5 graduated with Bachelor’s degree
Computer Engineering, General	University of Louisiana at Lafayette external site Lafayette, Louisiana	1 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Southern Mississippi external site Hattiesburg, Mississippi	5 graduated with Bachelor’s degree
Computer Engineering, General	University of Tulsa external site Tulsa, Oklahoma	1 graduated with Bachelor’s degree 0 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Computer Programming, Specific Applications	Colorado State University-Fort Collins external site Fort Collins, Colorado	5 graduated with Postbaccalaureate certificate
Computer Programming, Specific Applications	Daytona State College external site Daytona Beach, Florida	5 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Iowa Lakes Community College external site Estherville, Iowa	5 graduated with Associate’s degree
Computer Programming, Specific Applications	John A Logan College external site Carterville, Illinois	5 graduated with Less than one year certificate
Computer Programming, Specific Applications	Johnson County Community College external site Overland Park, Kansas	5 graduated with Less than one year certificate
Computer Programming, Specific Applications	Linn-Benton Community College external site Albany, Oregon	5 graduated with Less than one year certificate
Computer Programming, Specific Applications	South Mountain Community College external site Phoenix, Arizona	3 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	Eastern Florida State College external site Melbourne, Florida	5 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Peninsula College external site Port Angeles, Washington	5 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	Prince George's Community College external site Largo, Maryland	5 graduated with Less than one year certificate
Computer Programming/Programmer, General	Arkansas Northeastern College external site Blytheville, Arkansas	5 graduated with Less than one year certificate
Computer Programming/Programmer, General	Cecil College external site North East, Maryland	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Central Ohio Technical College external site Newark, Ohio	5 graduated with Associate’s degree
Computer Programming/Programmer, General	Centralia College external site Centralia, Washington	5 graduated with Associate’s degree
Computer Programming/Programmer, General	Columbus State Community College external site Columbus, Ohio	0 graduated with Less than one year certificate 5 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Copper Mountain Community College external site Joshua Tree, California	1 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Cypress College external site Cypress, California	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Herzing University-Madison external site Madison, Wisconsin	2 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Lake Michigan College external site Benton Harbor, Michigan	5 graduated with Associate’s degree
Computer Programming/Programmer, General	Laramie County Community College external site Cheyenne, Wyoming	5 graduated with Associate’s degree
Computer Programming/Programmer, General	Middlesex College external site Edison, New Jersey	5 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Missouri Valley College external site Marshall, Missouri	5 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Modesto Junior College external site Modesto, California	5 graduated with Less than one year certificate
Computer Programming/Programmer, General	Montgomery College external site Rockville, Maryland	5 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Moreno Valley College external site Moreno Valley, California	3 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Northwestern Michigan College external site Traverse City, Michigan	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Olympic College external site Bremerton, Washington	1 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	St Clair County Community College external site Port Huron, Michigan	5 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Missouri-St Louis external site Saint Louis, Missouri	4 graduated with One but less than two years certificate 1 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	Victor Valley College external site Victorville, California	5 graduated with Less than one year certificate
Computer Programming/Programmer, General	Westmoreland County Community College external site Youngwood, Pennsylvania	5 graduated with Associate’s degree
Computer Science	American University of Puerto Rico external site Bayamon, Puerto Rico	5 graduated with Associate’s degree
Computer Science	Averett University external site Danville, Virginia	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Bard College at Simon's Rock external site Great Barrington, Massachusetts	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Barry University external site Miami, Florida	5 graduated with Bachelor’s degree
Computer Science	Carroll College external site Helena, Montana	5 graduated with Bachelor’s degree
Computer Science	Claremont McKenna College external site Claremont, California	5 graduated with Bachelor’s degree
Computer Science	Clarke University external site Dubuque, Iowa	5 graduated with Bachelor’s degree
Computer Science	Cochise County Community College District external site Sierra Vista, Arizona	5 graduated with Associate’s degree
Computer Science	Coker University external site Hartsville, South Carolina	5 graduated with Bachelor’s degree
Computer Science	Columbia College external site Columbia, Missouri	5 graduated with Bachelor’s degree
Computer Science	Dallas Baptist University external site Dallas, Texas	5 graduated with Bachelor’s degree
Computer Science	Doane University external site Crete, Nebraska	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Eastern University external site Saint Davids, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	Fulton-Montgomery Community College external site Johnstown, New York	5 graduated with Associate’s degree
Computer Science	Gardner-Webb University external site Boiling Springs, North Carolina	5 graduated with Bachelor’s degree
Computer Science	Gavilan College external site Gilroy, California	5 graduated with Associate’s degree
Computer Science	Hanover College external site Hanover, Indiana	5 graduated with Bachelor’s degree
Computer Science	Indiana Institute of Technology external site Fort Wayne, Indiana	5 graduated with Bachelor’s degree
Computer Science	John Brown University external site Siloam Springs, Arkansas	5 graduated with Bachelor’s degree
Computer Science	La Roche University external site Pittsburgh, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	Lee University external site Cleveland, Tennessee	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Linfield University external site McMinnville, Oregon	5 graduated with Bachelor’s degree
Computer Science	Malone University external site Canton, Ohio	5 graduated with Bachelor’s degree
Computer Science	Mohave Community College external site Kingman, Arizona	5 graduated with Associate’s degree
Computer Science	Mohawk Valley Community College external site Utica, New York	4 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Computer Science	North Idaho College external site Coeur d'Alene, Idaho	5 graduated with Associate’s degree
Computer Science	North Shore Community College external site Danvers, Massachusetts	5 graduated with Associate’s degree
Computer Science	Northwestern College external site Orange City, Iowa	5 graduated with Bachelor’s degree
Computer Science	Simpson College external site Indianola, Iowa	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Skagit Valley College external site Mount Vernon, Washington	5 graduated with Associate’s degree
Computer Science	Spokane Falls Community College external site Spokane, Washington	5 graduated with Associate’s degree
Computer Science	Spring Arbor University external site Spring Arbor, Michigan	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	SUNY Adirondack external site Queensbury, New York	5 graduated with Associate’s degree
Computer Science	SUNY College at Potsdam external site Potsdam, New York	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Texas Southern University external site Houston, Texas	5 graduated with Master’s degree
Computer Science	The University of Findlay external site Findlay, Ohio	1 graduated with Associate’s degree 3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Thiel College external site Greenville, Pennsylvania	5 graduated with Bachelor’s degree
Computer Science	Trinity Christian College external site Palos Heights, Illinois	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Tuskegee University external site Tuskegee, Alabama	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Ulster County Community College external site Stone Ridge, New York	5 graduated with Associate’s degree
Computer Science	University of Cincinnati-Main Campus external site Cincinnati, Ohio	5 graduated with Less than one year certificate
Computer Science	University of Rio Grande external site Rio Grande, Ohio	0 graduated with Associate’s degree 5 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-Platteville external site Platteville, Wisconsin	5 graduated with Bachelor’s degree
Computer Science	Wagner College external site Staten Island, New York	5 graduated with Bachelor’s degree
Computer Science	Willamette University external site Salem, Oregon	5 graduated with Bachelor’s degree
Computer Science	Wisconsin Lutheran College external site Milwaukee, Wisconsin	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Yakima Valley College external site Yakima, Washington	5 graduated with Associate’s degree
Computer Software Engineering	Baldwin Wallace University external site Berea, Ohio	5 graduated with Bachelor’s degree
Computer Software Engineering	Manchester University external site North Manchester, Indiana	5 graduated with Bachelor’s degree
Computer Software Engineering	Montana Technological University external site Butte, Montana	5 graduated with Bachelor’s degree
Computer Software Engineering	New Jersey Institute of Technology external site Newark, New Jersey	5 graduated with Master’s degree
Data Science, General	Baylor University external site Waco, Texas	5 graduated with Bachelor’s degree
Data Science, General	Bowling Green State University-Main Campus external site Bowling Green, Ohio	5 graduated with Master’s degree
Data Science, General	Coe College external site Cedar Rapids, Iowa	1 graduated with Bachelor’s degree 4 graduated with Bachelor’s degree (second major)
Data Science, General	Loyola University Chicago external site Chicago, Illinois	5 graduated with Bachelor’s degree
Data Science, General	Mercyhurst University external site Erie, Pennsylvania	5 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Northern Arizona University external site Flagstaff, Arizona	5 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Data Science, General	Pacific University external site Forest Grove, Oregon	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Rose-Hulman Institute of Technology external site Terre Haute, Indiana	0 graduated with Bachelor’s degree 5 graduated with Bachelor’s degree (second major)
Data Science, General	Salisbury University external site Salisbury, Maryland	4 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Siena College external site Loudonville, New York	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	University at Buffalo external site Buffalo, New York	4 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree 0 graduated with Post-master’s certificate
Informatics	Assumption University external site Worcester, Massachusetts	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Informatics	Chatham University external site Pittsburgh, Pennsylvania	0 graduated with Postbaccalaureate certificate 5 graduated with Master’s degree
Informatics	Dominican University external site River Forest, Illinois	5 graduated with Bachelor’s degree
Informatics	Emporia State University external site Emporia, Kansas	5 graduated with Master’s degree
Information Science/Studies	Averett University external site Danville, Virginia	3 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Information Science/Studies	Hampton University external site Hampton, Virginia	5 graduated with Bachelor’s degree
Information Science/Studies	Lake Michigan College external site Benton Harbor, Michigan	5 graduated with Less than one year certificate
Information Science/Studies	Mohawk Valley Community College external site Utica, New York	5 graduated with Associate’s degree
Information Science/Studies	Monroe Community College external site Rochester, New York	5 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Greater Allegheny external site McKeesport, Pennsylvania	5 graduated with Bachelor’s degree
Information Science/Studies	Rochester Community and Technical College external site Rochester, Minnesota	4 graduated with Associate’s degree 1 graduated with Associate’s degree (second major)
Information Science/Studies	Schenectady County Community College external site Schenectady, New York	5 graduated with Associate’s degree
Information Science/Studies	South University-Montgomery external site Montgomery, Alabama	3 graduated with Bachelor’s degree 2 graduated with Master’s degree
Information Science/Studies	Strayer University-District of Columbia external site Washington, District of Columbia	0 graduated with One but less than two years certificate 3 graduated with Bachelor’s degree 2 graduated with Master’s degree
Information Science/Studies	Strayer University-South Carolina external site Greenville, South Carolina	0 graduated with One but less than two years certificate 2 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Information Science/Studies	Strayer University-Tennessee external site Memphis, Tennessee	0 graduated with One but less than two years certificate 1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Information Science/Studies	SUNY College of Technology at Delhi external site Delhi, New York	5 graduated with Associate’s degree
Information Science/Studies	SUNY Old Westbury external site Old Westbury, New York	0 graduated with Bachelor’s degree 5 graduated with Master’s degree
Information Science/Studies	The University of Texas at El Paso external site El Paso, Texas	5 graduated with Master’s degree
Information Science/Studies	Thiel College external site Greenville, Pennsylvania	1 graduated with Associate’s degree 4 graduated with Bachelor’s degree
Information Technology	Aspen University external site Phoenix, Arizona	5 graduated with Master’s degree
Information Technology	Caldwell University external site Caldwell, New Jersey	5 graduated with Bachelor’s degree
Information Technology	Carroll University external site Waukesha, Wisconsin	5 graduated with Bachelor’s degree
Information Technology	Central Connecticut State University external site New Britain, Connecticut	5 graduated with Master’s degree
Information Technology	College of Marin external site Kentfield, California	1 graduated with Less than one year certificate 4 graduated with Associate’s degree
Information Technology	Edison State Community College external site Piqua, Ohio	5 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Florida SouthWestern State College external site Fort Myers, Florida	5 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree
Information Technology	Holyoke Community College external site Holyoke, Massachusetts	5 graduated with Associate’s degree
Information Technology	Inter American University of Puerto Rico-Aguadilla external site Aguadilla, Puerto Rico	5 graduated with Bachelor’s degree
Information Technology	Laney College external site Oakland, California	5 graduated with Associate’s degree
Information Technology	Long Beach City College external site Long Beach, California	0 graduated with Less than one year certificate 5 graduated with Associate’s degree
Information Technology	Piedmont Community College external site Roxboro, North Carolina	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Information Technology	Plymouth State University external site Plymouth, New Hampshire	5 graduated with Bachelor’s degree
Information Technology	Polk State College external site Winter Haven, Florida	5 graduated with Less than one year certificate
Information Technology	Saint Leo University external site Saint Leo, Florida	5 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Santiago Canyon College external site Orange, California	3 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Shepherds College external site Union Grove, Wisconsin	5 graduated with Two but less than 4 years certificate
Information Technology	Southwestern College external site Chula Vista, California	5 graduated with Associate’s degree
Information Technology	SUNY Corning Community College external site Corning, New York	5 graduated with Associate’s degree
Information Technology	Texas A&M University-Central Texas external site Killeen, Texas	5 graduated with Bachelor’s degree
Information Technology	Utah Valley University external site Orem, Utah	5 graduated with Bachelor’s degree
Information Technology	William Penn University external site Oskaloosa, Iowa	5 graduated with Bachelor’s degree
Mathematics and Computer Science	Christian Brothers University external site Memphis, Tennessee	5 graduated with Bachelor’s degree
Mathematics and Computer Science	Goucher College external site Baltimore, Maryland	2 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Rockland Community College external site Suffern, New York	5 graduated with Associate’s degree
Mathematics and Computer Science	San Jose State University external site San Jose, California	5 graduated with Master’s degree
Mathematics and Computer Science	University of Southern California external site Los Angeles, California	5 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	5 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Mississippi Gulf Coast Community College external site Perkinston, Mississippi	4 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Modeling, Virtual Environments and Simulation	University of Colorado Colorado Springs external site Colorado Springs, Colorado	5 graduated with Bachelor’s degree
Artificial Intelligence	Capitol Technology University external site Laurel, Maryland	0 graduated with Master’s degree 4 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Central New Mexico Community College external site Albuquerque, New Mexico	4 graduated with Less than one year certificate
Artificial Intelligence	Houston Community College external site Houston, Texas	4 graduated with Associate’s degree
Artificial Intelligence	Massachusetts Institute of Technology external site Cambridge, Massachusetts	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major) 0 graduated with Master’s degree
Artificial Intelligence	Missouri University of Science and Technology external site Rolla, Missouri	4 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	3 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	University of Utah external site Salt Lake City, Utah	4 graduated with Postbaccalaureate certificate
Cloud Computing	Collin County Community College District external site McKinney, Texas	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Cloud Computing	Trident Technical College external site Charleston, South Carolina	4 graduated with Less than one year certificate
Computer Engineering, General	Citadel Military College of South Carolina external site Charleston, South Carolina	4 graduated with Bachelor’s degree
Computer Engineering, General	Claflin University external site Orangeburg, South Carolina	4 graduated with Bachelor’s degree
Computer Engineering, General	College of Southern Maryland external site La Plata, Maryland	4 graduated with Associate’s degree
Computer Engineering, General	DigiPen Institute of Technology external site Redmond, Washington	4 graduated with Bachelor’s degree
Computer Engineering, General	Elizabethtown College external site Elizabethtown, Pennsylvania	4 graduated with Bachelor’s degree
Computer Engineering, General	Itawamba Community College external site Fulton, Mississippi	4 graduated with Associate’s degree
Computer Engineering, General	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	4 graduated with Master’s degree
Computer Engineering, General	Trine University external site Angola, Indiana	4 graduated with Bachelor’s degree
Computer Engineering, General	University of Alabama at Birmingham external site Birmingham, Alabama	4 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Mississippi external site University, Mississippi	4 graduated with Bachelor’s degree
Computer Engineering, General	Utah Valley University external site Orem, Utah	4 graduated with Bachelor’s degree
Computer Engineering, General	West Virginia University Institute of Technology external site Beckley, West Virginia	4 graduated with Bachelor’s degree
Computer Game Programming	Macomb Community College external site Warren, Michigan	0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Game Programming	Schenectady County Community College external site Schenectady, New York	4 graduated with Associate’s degree
Computer Game Programming	University of California-Irvine external site Irvine, California	4 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Clark State College external site Springfield, Ohio	0 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming, Specific Applications	Community College of Baltimore County external site Baltimore, Maryland	4 graduated with Less than one year certificate
Computer Programming, Specific Applications	Holy Family University external site Philadelphia, Pennsylvania	4 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Jacksonville University external site Jacksonville, Florida	4 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Lehigh Carbon Community College external site Schnecksville, Pennsylvania	4 graduated with Associate’s degree
Computer Programming, Specific Applications	Missouri Southern State University external site Joplin, Missouri	4 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Pearl River Community College external site Poplarville, Mississippi	4 graduated with Associate’s degree
Computer Programming, Specific Applications	Rend Lake College external site Ina, Illinois	4 graduated with Less than one year certificate
Computer Programming, Specific Applications	State Fair Community College external site Sedalia, Missouri	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming, Specific Applications	Westmoreland County Community College external site Youngwood, Pennsylvania	4 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Heartland Community College external site Normal, Illinois	4 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Hillsborough Community College external site Tampa, Florida	4 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Mountwest Community and Technical College external site Huntington, West Virginia	4 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Walla Walla Community College external site Walla Walla, Washington	0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Cabrillo College external site Aptos, California	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Caribbean University-Ponce external site Ponce, Puerto Rico	1 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Casper College external site Casper, Wyoming	4 graduated with Associate’s degree
Computer Programming/Programmer, General	Eastern Oregon University external site La Grande, Oregon	4 graduated with Less than 12 weeks certificate
Computer Programming/Programmer, General	Gulf Coast State College external site Panama City, Florida	4 graduated with Associate’s degree
Computer Programming/Programmer, General	Holmes Community College external site Goodman, Mississippi	1 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Husson University external site Bangor, Maine	4 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Lamar State College-Port Arthur external site Port Arthur, Texas	2 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Lehigh Carbon Community College external site Schnecksville, Pennsylvania	4 graduated with Associate’s degree
Computer Programming/Programmer, General	Long Beach City College external site Long Beach, California	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Moorpark College external site Moorpark, California	4 graduated with Less than one year certificate
Computer Programming/Programmer, General	Muskegon Community College external site Muskegon, Michigan	4 graduated with Associate’s degree
Computer Programming/Programmer, General	Northwest State Community College external site Archbold, Ohio	0 graduated with Less than one year certificate 4 graduated with Associate’s degree
Computer Programming/Programmer, General	Ogden-Weber Technical College external site Ogden, Utah	4 graduated with Less than one year certificate
Computer Programming/Programmer, General	Ohlone College external site Fremont, California	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Prairie State College external site Chicago Heights, Illinois	4 graduated with Less than one year certificate
Computer Programming/Programmer, General	Southwestern College external site Chula Vista, California	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Science	Augusta University external site Augusta, Georgia	4 graduated with Bachelor’s degree
Computer Science	Barton County Community College external site Great Bend, Kansas	4 graduated with Associate’s degree
Computer Science	Bethany College external site Bethany, West Virginia	4 graduated with Bachelor’s degree
Computer Science	Cape Cod Community College external site West Barnstable, Massachusetts	4 graduated with Associate’s degree
Computer Science	Citadel Military College of South Carolina external site Charleston, South Carolina	4 graduated with Master’s degree
Computer Science	College of Charleston external site Charleston, South Carolina	0 graduated with Postbaccalaureate certificate 4 graduated with Master’s degree
Computer Science	Contra Costa College external site San Pablo, California	4 graduated with Associate’s degree
Computer Science	Copper Mountain Community College external site Joshua Tree, California	4 graduated with Associate’s degree
Computer Science	Jefferson Community College external site Watertown, New York	4 graduated with Associate’s degree
Computer Science	Lipscomb University external site Nashville, Tennessee	4 graduated with Bachelor’s degree
Computer Science	Madera Community College external site Madera, California	4 graduated with Associate’s degree
Computer Science	Manhattanville College external site Purchase, New York	4 graduated with Bachelor’s degree
Computer Science	Millikin University external site Decatur, Illinois	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Missouri University of Science and Technology external site Rolla, Missouri	4 graduated with Postbaccalaureate certificate
Computer Science	Montana Technological University external site Butte, Montana	4 graduated with Bachelor’s degree
Computer Science	Nashua Community College external site Nashua, New Hampshire	4 graduated with Associate’s degree
Computer Science	Olivet Nazarene University external site Bourbonnais, Illinois	4 graduated with Bachelor’s degree
Computer Science	Ouachita Baptist University external site Arkadelphia, Arkansas	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Palm Beach Atlantic University external site West Palm Beach, Florida	4 graduated with Bachelor’s degree
Computer Science	Pennsylvania Highlands Community College external site Johnstown, Pennsylvania	4 graduated with Associate’s degree
Computer Science	Principia College external site Elsah, Illinois	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Roberts Wesleyan University external site Rochester, New York	4 graduated with Bachelor’s degree
Computer Science	Rogue Community College external site Grants Pass, Oregon	4 graduated with Associate’s degree
Computer Science	Sofia University external site Palo Alto, California	4 graduated with Master’s degree
Computer Science	South Puget Sound Community College external site Olympia, Washington	4 graduated with Associate’s degree
Computer Science	Toyota Technological Institute at Chicago external site Chicago, Illinois	4 graduated with Doctor’s degree – research/scholarship
Computer Science	University of North Dakota external site Grand Forks, North Dakota	4 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Wisconsin-Stevens Point external site Stevens Point, Wisconsin	4 graduated with Bachelor’s degree
Computer Science	Valley Forge Military College external site Wayne, Pennsylvania	4 graduated with Associate’s degree
Computer Science	Wayland Baptist University external site Plainview, Texas	4 graduated with Bachelor’s degree
Computer Science	West Virginia University at Parkersburg external site Parkersburg, West Virginia	4 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Software Engineering	Pace University external site New York, New York	4 graduated with Master’s degree
Computer Software Engineering	Rasmussen University-Illinois external site Rockford, Illinois	4 graduated with Associate’s degree
Computer Software Engineering	University of the District of Columbia external site Washington, District of Columbia	4 graduated with Doctor’s degree – research/scholarship
Computer Software Engineering	Valley City State University external site Valley City, North Dakota	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Software Engineering	Wichita State University external site Wichita, Kansas	1 graduated with Master’s degree 3 graduated with Post-master’s certificate
Computer Software Engineering	William Penn University external site Oskaloosa, Iowa	4 graduated with Bachelor’s degree
Computer Software Technology/Technician	Rowan University external site Glassboro, New Jersey	4 graduated with Less than one year certificate
Data Science, General	Calvin University external site Grand Rapids, Michigan	0 graduated with Less than one year certificate 4 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Dordt University external site Sioux Center, Iowa	4 graduated with Bachelor’s degree
Data Science, General	Elizabethtown College external site Elizabethtown, Pennsylvania	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Florida State College at Jacksonville external site Jacksonville, Florida	0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Data Science, General	Kent State University at Kent external site Kent, Ohio	4 graduated with Master’s degree
Data Science, General	Knox College external site Galesburg, Illinois	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Marymount University external site Arlington, Virginia	4 graduated with Postbaccalaureate certificate
Data Science, General	Ohio Dominican University external site Columbus, Ohio	4 graduated with Less than one year certificate 0 graduated with Bachelor’s degree
Data Science, General	Old Dominion University external site Norfolk, Virginia	4 graduated with Master’s degree
Data Science, General	Olivet Nazarene University external site Bourbonnais, Illinois	1 graduated with Bachelor’s degree 3 graduated with Bachelor’s degree (second major)
Data Science, General	Post University external site Waterbury, Connecticut	4 graduated with Bachelor’s degree
Data Science, General	St Lawrence University external site Canton, New York	4 graduated with Bachelor’s degree
Data Science, General	The University of Texas at Arlington external site Arlington, Texas	4 graduated with Bachelor’s degree
Data Science, General	University of Illinois Urbana-Champaign external site Champaign, Illinois	0 graduated with Bachelor’s degree 4 graduated with Master’s degree
Data Science, General	University of Wisconsin-Superior external site Superior, Wisconsin	4 graduated with Master’s degree
Information Science/Studies	Adelphi University external site Garden City, New York	4 graduated with Bachelor’s degree
Information Science/Studies	California Institute of Technology external site Pasadena, California	4 graduated with Bachelor’s degree
Information Science/Studies	City Colleges of Chicago-Harry S Truman College external site Chicago, Illinois	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	City Colleges of Chicago-Olive-Harvey College external site Chicago, Illinois	4 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Cochise County Community College District external site Sierra Vista, Arizona	4 graduated with Associate’s degree
Information Science/Studies	Elizabethtown College external site Elizabethtown, Pennsylvania	4 graduated with Bachelor’s degree
Information Science/Studies	George Fox University external site Newberg, Oregon	4 graduated with Bachelor’s degree
Information Science/Studies	Jefferson Community College external site Watertown, New York	4 graduated with Associate’s degree
Information Science/Studies	McKendree University external site Lebanon, Illinois	4 graduated with Bachelor’s degree
Information Science/Studies	Metropolitan Community College-Kansas City external site Kansas City, Missouri	4 graduated with Less than one year certificate
Information Science/Studies	Normandale Community College external site Bloomington, Minnesota	4 graduated with Less than one year certificate
Information Science/Studies	North Hennepin Community College external site Brooklyn Park, Minnesota	4 graduated with Associate’s degree
Information Science/Studies	Pennsylvania State University-Penn State Great Valley external site Malvern, Pennsylvania	4 graduated with Master’s degree
Information Science/Studies	Rutgers University-Newark external site Newark, New Jersey	4 graduated with Bachelor’s degree
Information Science/Studies	South Suburban College external site South Holland, Illinois	2 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Science/Studies	SUNY College of Technology at Canton external site Canton, New York	4 graduated with Associate’s degree
Information Science/Studies	University of Scranton external site Scranton, Pennsylvania	4 graduated with Bachelor’s degree
Information Science/Studies	Wilkes University external site Wilkes-Barre, Pennsylvania	4 graduated with Bachelor’s degree
Information Technology	Allan Hancock College external site Santa Maria, California	1 graduated with Less than 12 weeks certificate 2 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	Brewton-Parker College external site Mount Vernon, Georgia	4 graduated with Bachelor’s degree
Information Technology	Buena Vista University external site Storm Lake, Iowa	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Cayuga County Community College external site Auburn, New York	4 graduated with Associate’s degree
Information Technology	Donnelly College external site Kansas City, Kansas	4 graduated with Bachelor’s degree
Information Technology	Eastern Michigan University external site Ypsilanti, Michigan	4 graduated with Bachelor’s degree
Information Technology	Eastern West Virginia Community and Technical College external site Moorefield, West Virginia	2 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Florida Career College-Lauderdale Lakes external site Lauderdale Lakes, Florida	4 graduated with Associate’s degree
Information Technology	Interactive College of Technology external site Houston, Texas	3 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Johnson C Smith University external site Charlotte, North Carolina	4 graduated with Bachelor’s degree
Information Technology	Keystone College external site La Plume, Pennsylvania	4 graduated with Bachelor’s degree
Information Technology	Los Angeles City College external site Los Angeles, California	4 graduated with Associate’s degree
Information Technology	North Arkansas College external site Harrison, Arkansas	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 4 graduated with Associate’s degree
Information Technology	Northwest Florida State College external site Niceville, Florida	1 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Technology	Ohio Christian University external site Circleville, Ohio	1 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Information Technology	Roanoke-Chowan Community College external site Ahoskie, North Carolina	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Saint Martin's University external site Lacey, Washington	4 graduated with Bachelor’s degree
Information Technology	Simmons University external site Boston, Massachusetts	4 graduated with Bachelor’s degree
Information Technology	Strayer University-Mississippi external site Jackson, Mississippi	4 graduated with Bachelor’s degree
Information Technology	United States Naval Academy external site Annapolis, Maryland	4 graduated with Bachelor’s degree
Information Technology	University of Hawaii at Manoa external site Honolulu, Hawaii	4 graduated with Master’s degree
Information Technology	University of Phoenix-California external site Ontario, California	4 graduated with Bachelor’s degree
Information Technology	University of Saint Francis-Fort Wayne external site Fort Wayne, Indiana	4 graduated with Bachelor’s degree
Information Technology	University of Virginia-Main Campus external site Charlottesville, Virginia	4 graduated with Less than one year certificate
Information Technology	West Valley College external site Saratoga, California	4 graduated with Less than one year certificate
Information Technology	White Mountains Community College external site Berlin, New Hampshire	2 graduated with Less than one year certificate 2 graduated with Associate’s degree
Linguistics and Computer Science	Stony Brook University external site Stony Brook, New York	4 graduated with Master’s degree
Mathematics and Computer Science	Barnard College external site New York, New York	4 graduated with Bachelor’s degree
Mathematics and Computer Science	Clark University external site Worcester, Massachusetts	2 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Duke University external site Durham, North Carolina	4 graduated with Bachelor’s degree
Mathematics and Computer Science	Louisiana Tech University external site Ruston, Louisiana	4 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	The University of Montana external site Missoula, Montana	4 graduated with Bachelor’s degree
Mathematics and Computer Science	Valparaiso University external site Valparaiso, Indiana	3 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Modeling, Virtual Environments and Simulation	Pennsylvania College of Technology external site Williamsport, Pennsylvania	4 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Advancing Technology external site Tempe, Arizona	1 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Houston-Victoria external site Victoria, Texas	4 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Missouri-Columbia external site Columbia, Missouri	4 graduated with Postbaccalaureate certificate
Artificial Intelligence	DigiPen Institute of Technology external site Redmond, Washington	3 graduated with Bachelor’s degree
Artificial Intelligence	Drake University external site Des Moines, Iowa	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Artificial Intelligence	Oklahoma Christian University external site Edmond, Oklahoma	3 graduated with Master’s degree
Artificial Intelligence	Yeshiva University external site New York, New York	3 graduated with Master’s degree
Cloud Computing	Bossier Parish Community College external site Bossier City, Louisiana	3 graduated with Less than one year certificate
Cloud Computing	Capella University external site Minneapolis, Minnesota	3 graduated with Bachelor’s degree
Cloud Computing	Finger Lakes Community College external site Canandaigua, New York	3 graduated with Associate’s degree
Cloud Computing	Glendale Community College external site Glendale, Arizona	3 graduated with Less than 12 weeks certificate
Cloud Computing	River Parishes Community College external site Gonzales, Louisiana	3 graduated with Associate’s degree
Computer Engineering, General	Atlantis University external site Miami, Florida	0 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Engineering, General	Capitol Technology University external site Laurel, Maryland	3 graduated with Bachelor’s degree
Computer Engineering, General	Community College of Baltimore County external site Baltimore, Maryland	3 graduated with Associate’s degree
Computer Engineering, General	Community College of Rhode Island external site Warwick, Rhode Island	3 graduated with Associate’s degree
Computer Engineering, General	George Fox University external site Newberg, Oregon	3 graduated with Bachelor’s degree
Computer Engineering, General	Harding University external site Searcy, Arkansas	3 graduated with Bachelor’s degree
Computer Engineering, General	Indiana Institute of Technology external site Fort Wayne, Indiana	3 graduated with Bachelor’s degree
Computer Engineering, General	Lake Superior State University external site Sault Ste Marie, Michigan	3 graduated with Bachelor’s degree
Computer Engineering, General	Mercer University external site Macon, Georgia	3 graduated with Master’s degree
Computer Engineering, General	Polytechnic University of Puerto Rico-Orlando external site Orlando, Florida	3 graduated with Bachelor’s degree
Computer Engineering, General	Sacred Heart University external site Fairfield, Connecticut	3 graduated with Bachelor’s degree
Computer Engineering, General	Shepherd University external site Shepherdstown, West Virginia	3 graduated with Bachelor’s degree
Computer Engineering, General	University of Mount Union external site Alliance, Ohio	3 graduated with Bachelor’s degree
Computer Engineering, General	University of Scranton external site Scranton, Pennsylvania	0 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Engineering, General	Wayne State University external site Detroit, Michigan	1 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Computer Game Programming	Mohave Community College external site Kingman, Arizona	3 graduated with Less than one year certificate
Computer Game Programming	Purdue University Global external site West Lafayette, Indiana	3 graduated with Less than one year certificate
Computer Programming, Specific Applications	Academy of Art University external site San Francisco, California	3 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Bunker Hill Community College external site Boston, Massachusetts	0 graduated with Less than one year certificate 3 graduated with Associate’s degree
Computer Programming, Specific Applications	Hillsborough Community College external site Tampa, Florida	3 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Humacao Community College external site Humacao, Puerto Rico	3 graduated with Associate’s degree
Computer Programming, Specific Applications	Iowa Western Community College external site Council Bluffs, Iowa	3 graduated with Associate’s degree
Computer Programming, Specific Applications	Lakeland Community College external site Kirtland, Ohio	0 graduated with Less than 12 weeks certificate 3 graduated with Associate’s degree
Computer Programming, Specific Applications	Rock Valley College external site Rockford, Illinois	3 graduated with Less than one year certificate
Computer Programming, Specific Applications	Universidad Ana G. Mendez-Carolina Campus external site Carolina, Puerto Rico	3 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Harry S Truman College external site Chicago, Illinois	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	3 graduated with Post-master’s certificate
Computer Programming/Programmer, General	Flathead Valley Community College external site Kalispell, Montana	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Frederick Community College external site Frederick, Maryland	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	Helena College University of Montana external site Helena, Montana	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Highline College external site Des Moines, Washington	0 graduated with One but less than two years certificate 3 graduated with Associate’s degree
Computer Programming/Programmer, General	International Business College-Indianapolis external site Indianapolis, Indiana	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Jackson College external site Jackson, Michigan	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Los Angeles Southwest College external site Los Angeles, California	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Louisiana Delta Community College external site Monroe, Louisiana	3 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Meridian Community College external site Meridian, Mississippi	2 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Mohawk Valley Community College external site Utica, New York	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Montana State University Billings external site Billings, Montana	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Northwest Mississippi Community College external site Senatobia, Mississippi	2 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Poway Adult School external site Poway, California	3 graduated with Less than 12 weeks certificate
Computer Programming/Programmer, General	Quinsigamond Community College external site Worcester, Massachusetts	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Santa Fe Community College external site Santa Fe, New Mexico	1 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Santiago Canyon College external site Orange, California	0 graduated with Less than 12 weeks certificate 3 graduated with Less than one year certificate
Computer Programming/Programmer, General	Southwestern Illinois College external site Belleville, Illinois	2 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Sullivan County Community College external site Loch Sheldrake, New York	3 graduated with Associate’s degree
Computer Programming/Programmer, General	Trident Technical College external site Charleston, South Carolina	3 graduated with Less than one year certificate
Computer Programming/Programmer, General	Triton College external site River Grove, Illinois	3 graduated with Less than one year certificate
Computer Programming/Programmer, General	University of Arkansas Grantham external site LIttle Rock, Arkansas	3 graduated with Less than one year certificate
Computer Programming/Programmer, General	Whatcom Community College external site Bellingham, Washington	3 graduated with Associate’s degree
Computer Science	Bethany Lutheran College external site Mankato, Minnesota	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Bethune-Cookman University external site Daytona Beach, Florida	3 graduated with Bachelor’s degree
Computer Science	Briar Cliff University external site Sioux City, Iowa	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Computer Science	Carson-Newman University external site Jefferson City, Tennessee	1 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Science	Columbia Basin College external site Pasco, Washington	3 graduated with Associate’s degree
Computer Science	Hiram College external site Hiram, Ohio	3 graduated with Bachelor’s degree
Computer Science	Johnson & Wales University-Online external site Providence, Rhode Island	3 graduated with Bachelor’s degree
Computer Science	Kiamichi Technology Center-McAlester external site McAlester, Oklahoma	3 graduated with One but less than two years certificate
Computer Science	Los Angeles Mission College external site Sylmar, California	3 graduated with Associate’s degree
Computer Science	Louisiana Delta Community College external site Monroe, Louisiana	3 graduated with Associate’s degree
Computer Science	Madonna University external site Livonia, Michigan	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	Meredith College external site Raleigh, North Carolina	3 graduated with Bachelor’s degree
Computer Science	Mississippi Delta Community College external site Moorhead, Mississippi	3 graduated with Associate’s degree
Computer Science	Monroe County Community College external site Monroe, Michigan	3 graduated with Associate’s degree
Computer Science	Mount Mercy University external site Cedar Rapids, Iowa	3 graduated with Bachelor’s degree
Computer Science	Murray State College external site Tishomingo, Oklahoma	3 graduated with Associate’s degree
Computer Science	North Central University external site Minneapolis, Minnesota	3 graduated with Bachelor’s degree
Computer Science	Quincy University external site Quincy, Illinois	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Rockhurst University external site Kansas City, Missouri	3 graduated with Bachelor’s degree
Computer Science	Rocky Mountain College external site Billings, Montana	3 graduated with Bachelor’s degree
Computer Science	Rust College external site Holly Springs, Mississippi	3 graduated with Bachelor’s degree
Computer Science	Saint Mary's College of California external site Moraga, California	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Shenandoah University external site Winchester, Virginia	3 graduated with Bachelor’s degree
Computer Science	Southern University at Shreveport external site Shreveport, Louisiana	3 graduated with Associate’s degree
Computer Science	Southwestern Adventist University external site Keene, Texas	0 graduated with Associate’s degree 3 graduated with Bachelor’s degree
Computer Science	SUNY College of Technology at Alfred external site Alfred, New York	3 graduated with Associate’s degree
Computer Science	The University of the South external site Sewanee, Tennessee	3 graduated with Bachelor’s degree
Computer Science	Tusculum University external site Greeneville, Tennessee	3 graduated with Bachelor’s degree
Computer Science	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	3 graduated with Postbaccalaureate certificate
Computer Science	West Virginia State University external site Institute, West Virginia	3 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	West Virginia Wesleyan College external site Buckhannon, West Virginia	3 graduated with Bachelor’s degree
Computer Software Engineering	Central Connecticut State University external site New Britain, Connecticut	0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Computer Software Engineering	DigiPen Institute of Technology external site Redmond, Washington	3 graduated with Bachelor’s degree
Computer Software Engineering	State University of New York at Oswego external site Oswego, New York	3 graduated with Bachelor’s degree
Computer Software Engineering	University of Detroit Mercy external site Detroit, Michigan	0 graduated with Bachelor’s degree 3 graduated with Master’s degree
Computer Software Engineering	University of Indianapolis external site Indianapolis, Indiana	3 graduated with Bachelor’s degree
Computer Software Engineering	University of Scranton external site Scranton, Pennsylvania	3 graduated with Master’s degree
Data Science, General	Eastern Michigan University external site Ypsilanti, Michigan	3 graduated with Bachelor’s degree
Data Science, General	Juniata College external site Huntingdon, Pennsylvania	0 graduated with Bachelor’s degree 3 graduated with Master’s degree
Data Science, General	Loras College external site Dubuque, Iowa	1 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Saint Ambrose University external site Davenport, Iowa	3 graduated with Bachelor’s degree
Data Science, General	St Catherine University external site Saint Paul, Minnesota	3 graduated with Bachelor’s degree
Data Science, General	University of Toledo external site Toledo, Ohio	3 graduated with Bachelor’s degree
Data Science, General	Washtenaw Community College external site Ann Arbor, Michigan	3 graduated with Less than one year certificate
Data Science, General	Wentworth Institute of Technology external site Boston, Massachusetts	3 graduated with Master’s degree
Economics and Computer Science	Emory University external site Atlanta, Georgia	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Informatics	Baldwin Wallace University external site Berea, Ohio	3 graduated with Bachelor’s degree
Information Science/Studies	Albright College external site Reading, Pennsylvania	3 graduated with Bachelor’s degree
Information Science/Studies	Alexandria Technical & Community College external site Alexandria, Minnesota	2 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Science/Studies	Coppin State University external site Baltimore, Maryland	3 graduated with Bachelor’s degree
Information Science/Studies	CUNY City College external site New York, New York	3 graduated with Master’s degree
Information Science/Studies	DeSales University external site Center Valley, Pennsylvania	3 graduated with Master’s degree
Information Science/Studies	Dominican University external site River Forest, Illinois	3 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Eastern Arizona College external site Thatcher, Arizona	0 graduated with Less than one year certificate 3 graduated with Associate’s degree
Information Science/Studies	Florida Atlantic University external site Boca Raton, Florida	3 graduated with Less than one year certificate
Information Science/Studies	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	3 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Goshen College external site Goshen, Indiana	3 graduated with Bachelor’s degree
Information Science/Studies	New Mexico Highlands University external site Las Vegas, New Mexico	2 graduated with Bachelor’s degree 1 graduated with Master’s degree
Information Science/Studies	Northeastern University external site Boston, Massachusetts	3 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Notre Dame of Maryland University external site Baltimore, Maryland	2 graduated with Bachelor’s degree 1 graduated with Master’s degree
Information Science/Studies	Ottawa University-Online external site Overland Park, Kansas	0 graduated with Bachelor’s degree 2 graduated with Master’s degree 1 graduated with Post-master’s certificate
Information Science/Studies	Pennsylvania State University-Penn State Hazleton external site Hazleton, Pennsylvania	1 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Information Science/Studies	Pennsylvania Western University external site California, Pennsylvania	3 graduated with Bachelor’s degree
Information Science/Studies	South University-Tampa external site Tampa, Florida	2 graduated with Bachelor’s degree 1 graduated with Master’s degree
Information Science/Studies	Stockton University external site Galloway, New Jersey	3 graduated with Bachelor’s degree
Information Science/Studies	Strayer University-Florida external site Tampa, Florida	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 3 graduated with Master’s degree
Information Science/Studies	Texas State University external site San Marcos, Texas	3 graduated with Master’s degree
Information Science/Studies	The University of Texas Permian Basin external site Odessa, Texas	3 graduated with Bachelor’s degree
Information Science/Studies	University of the West external site Rosemead, California	3 graduated with Master’s degree
Information Technology	Arkansas Northeastern College external site Blytheville, Arkansas	3 graduated with One but less than two years certificate
Information Technology	Atlantic Technical College external site Coconut Creek, Florida	3 graduated with Less than one year certificate
Information Technology	Chipola College external site Marianna, Florida	2 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	Copper Mountain Community College external site Joshua Tree, California	3 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Humacao external site Humacao, Puerto Rico	3 graduated with Associate’s degree
Information Technology	Endicott College external site Beverly, Massachusetts	3 graduated with Master’s degree
Information Technology	Estrella Mountain Community College external site Avondale, Arizona	3 graduated with Associate’s degree
Information Technology	Florida Career College-Hialeah external site Hialeah, Florida	3 graduated with Associate’s degree
Information Technology	Florida Gateway College external site Lake City, Florida	3 graduated with Associate’s degree
Information Technology	GateWay Community College external site Phoenix, Arizona	3 graduated with Associate’s degree
Information Technology	Imperial Valley College external site Imperial, California	3 graduated with Associate’s degree
Information Technology	Kansas Wesleyan University external site Salina, Kansas	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Lasell University external site Newton, Massachusetts	3 graduated with Bachelor’s degree
Information Technology	Lincoln University external site Lincoln University, Pennsylvania	2 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Technology	Lorain County Community College external site Elyria, Ohio	3 graduated with Less than one year certificate
Information Technology	Martin Community College external site Williamston, North Carolina	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Miami University-Middletown external site Middletown, Ohio	3 graduated with Bachelor’s degree
Information Technology	Mildred Elley School-Albany Campus external site Albany, New York	3 graduated with Associate’s degree
Information Technology	New River Community and Technical College external site Beaver, West Virginia	3 graduated with Associate’s degree
Information Technology	Rock Valley College external site Rockford, Illinois	3 graduated with Associate’s degree
Information Technology	Roosevelt University external site Chicago, Illinois	3 graduated with Bachelor’s degree
Information Technology	San Juan College external site Farmington, New Mexico	3 graduated with Less than one year certificate
Information Technology	Santa Barbara City College external site Santa Barbara, California	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Technology	Shasta College external site Redding, California	3 graduated with Associate’s degree
Information Technology	Sierra College external site Rocklin, California	3 graduated with Associate’s degree
Information Technology	Strayer University-New Jersey external site Piscataway, New Jersey	3 graduated with Bachelor’s degree
Information Technology	Strayer University-West Virginia external site Scott Depot, West Virginia	3 graduated with Bachelor’s degree
Information Technology	SUNY Morrisville external site Morrisville, New York	3 graduated with Bachelor’s degree
Information Technology	United Tribes Technical College external site Bismarck, North Dakota	3 graduated with Associate’s degree
Information Technology	University of Richmond external site University of Richmond, Virginia	3 graduated with Bachelor’s degree
Information Technology	University of Scranton external site Scranton, Pennsylvania	3 graduated with Bachelor’s degree
Information Technology	University of St Francis external site Joliet, Illinois	0 graduated with Less than one year certificate 3 graduated with Bachelor’s degree
Information Technology	Valley City State University external site Valley City, North Dakota	3 graduated with Less than one year certificate
Mathematics and Computer Science	Bowdoin College external site Brunswick, Maine	3 graduated with Bachelor’s degree
Mathematics and Computer Science	Converse University external site Spartanburg, South Carolina	3 graduated with Bachelor’s degree
Mathematics and Computer Science	Michigan Technological University external site Houghton, Michigan	3 graduated with Bachelor’s degree
Mathematics and Computer Science	Springfield College external site Springfield, Massachusetts	3 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Pennsylvania external site Philadelphia, Pennsylvania	3 graduated with Bachelor’s degree
Accounting and Computer Science	Massasoit Community College external site Brockton, Massachusetts	2 graduated with Less than one year certificate
Artificial Intelligence	Dakota State University external site Madison, South Dakota	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Artificial Intelligence	DePaul University external site Chicago, Illinois	2 graduated with Master’s degree
Artificial Intelligence	Maryville University of Saint Louis external site Saint Louis, Missouri	0 graduated with Less than one year certificate 2 graduated with Postbaccalaureate certificate
Artificial Intelligence	Stevens Institute of Technology external site Hoboken, New Jersey	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	SUNY College at Plattsburgh external site Plattsburgh, New York	2 graduated with Bachelor’s degree
Artificial Intelligence	University of Central Florida external site Orlando, Florida	2 graduated with Master’s degree
Artificial Intelligence	University of Nebraska at Omaha external site Omaha, Nebraska	2 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of South Alabama external site Mobile, Alabama	2 graduated with Less than one year certificate
Cloud Computing	Central Texas College external site Killeen, Texas	2 graduated with Less than one year certificate 0 graduated with Associate’s degree
Cloud Computing	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	2 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Cloud Computing	Macomb Community College external site Warren, Michigan	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Cloud Computing	MTI College external site Sacramento, California	2 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Engineering, General	Eastern Nazarene College external site Quincy, Massachusetts	2 graduated with Bachelor’s degree
Computer Engineering, General	High Point University external site High Point, North Carolina	2 graduated with Bachelor’s degree
Computer Engineering, General	Hofstra University external site Hempstead, New York	2 graduated with Bachelor’s degree
Computer Engineering, General	Howard Community College external site Columbia, Maryland	2 graduated with Associate’s degree
Computer Engineering, General	Merrimack College external site North Andover, Massachusetts	2 graduated with Bachelor’s degree
Computer Engineering, General	North Central College external site Naperville, Illinois	2 graduated with Bachelor’s degree
Computer Engineering, General	Roger Williams University external site Bristol, Rhode Island	2 graduated with Bachelor’s degree
Computer Engineering, General	Sonoma State University external site Rohnert Park, California	2 graduated with Master’s degree
Computer Engineering, General	Tarleton State University external site Stephenville, Texas	2 graduated with Master’s degree
Computer Engineering, General	The University of Tennessee-Chattanooga external site Chattanooga, Tennessee	2 graduated with Bachelor’s degree
Computer Engineering, General	University of Evansville external site Evansville, Indiana	2 graduated with Bachelor’s degree
Computer Engineering, General	University of New Haven external site West Haven, Connecticut	2 graduated with Bachelor’s degree
Computer Engineering, General	Upper Iowa University external site Fayette, Iowa	2 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Arkansas State University-Mountain Home external site Mountain Home, Arkansas	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming, Specific Applications	California Institute of Arts & Technology-National City external site National City, California	0 graduated with Less than one year certificate 2 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Florida SouthWestern State College external site Fort Myers, Florida	2 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Glendale Community College external site Glendale, Arizona	2 graduated with Less than one year certificate
Computer Programming, Specific Applications	Indiana University-Southeast external site New Albany, Indiana	2 graduated with Less than one year certificate
Computer Programming, Specific Applications	Kent State University at Geauga external site Burton, Ohio	2 graduated with Associate’s degree
Computer Programming, Specific Applications	Lane Community College external site Eugene, Oregon	2 graduated with Associate’s degree
Computer Programming, Specific Applications	Moraine Park Technical College external site Fond du Lac, Wisconsin	2 graduated with Associate’s degree
Computer Programming, Specific Applications	Northwest Florida State College external site Niceville, Florida	2 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Parkland College external site Champaign, Illinois	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming, Specific Applications	Pensacola State College external site Pensacola, Florida	2 graduated with One but less than two years certificate
Computer Programming, Specific Applications	University of Massachusetts-Lowell external site Lowell, Massachusetts	2 graduated with Less than one year certificate
Computer Programming, Specific Platforms	Purdue University Global external site West Lafayette, Indiana	2 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	Cape Girardeau Career and Technology Center external site Cape Girardeau, Missouri	2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Century College external site White Bear Lake, Minnesota	2 graduated with Less than one year certificate
Computer Programming/Programmer, General	Cerritos College external site Norwalk, California	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Malcolm X College external site Chicago, Illinois	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Coastline Community College external site Fountain Valley, California	2 graduated with Less than one year certificate
Computer Programming/Programmer, General	College of Central Florida external site Ocala, Florida	2 graduated with Less than one year certificate
Computer Programming/Programmer, General	Edison State Community College external site Piqua, Ohio	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Emerald Coast Technical College external site DeFuniak Springs, Florida	2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Florida Gateway College external site Lake City, Florida	1 graduated with Less than one year certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	Fort Myers Technical College external site Fort Myers, Florida	2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Gogebic Community College external site Ironwood, Michigan	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Great Bay Community College external site Portsmouth, New Hampshire	2 graduated with Less than one year certificate
Computer Programming/Programmer, General	Herzing University-Akron external site Akron, Ohio	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Herzing University-Atlanta external site Atlanta, Georgia	1 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Herzing University-New Orleans external site Metairie, Louisiana	0 graduated with Associate’s degree 2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Independence Community College external site Independence, Kansas	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	Indiana Wesleyan University-Marion external site Marion, Indiana	2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Kalamazoo Valley Community College external site Kalamazoo, Michigan	2 graduated with Associate’s degree
Computer Programming/Programmer, General	Kishwaukee College external site Malta, Illinois	2 graduated with Less than one year certificate
Computer Programming/Programmer, General	Massasoit Community College external site Brockton, Massachusetts	2 graduated with Associate’s degree
Computer Programming/Programmer, General	Mount Vernon Nazarene University external site Mount Vernon, Ohio	2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Olivet Nazarene University external site Bourbonnais, Illinois	2 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Pensacola State College external site Pensacola, Florida	2 graduated with Associate’s degree
Computer Programming/Programmer, General	Rowan College of South Jersey-Gloucester Campus external site Sewell, New Jersey	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Computer Programming/Programmer, General	San Joaquin Delta College external site Stockton, California	1 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Computer Programming/Programmer, General	University of Arkansas Community College-Batesville external site Batesville, Arkansas	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Wes Watkins Technology Center external site Wetumka, Oklahoma	2 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Western Connecticut State University external site Danbury, Connecticut	2 graduated with Bachelor’s degree
Computer Science	Baker University external site Baldwin City, Kansas	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Barstow Community College external site Barstow, California	2 graduated with Associate’s degree
Computer Science	Bethel University external site Mishawaka, Indiana	2 graduated with Bachelor’s degree
Computer Science	Big Bend Community College external site Moses Lake, Washington	2 graduated with Associate’s degree
Computer Science	Cayuga County Community College external site Auburn, New York	2 graduated with Associate’s degree
Computer Science	College of the Ozarks external site Point Lookout, Missouri	2 graduated with Bachelor’s degree
Computer Science	Columbia-Greene Community College external site Hudson, New York	2 graduated with Associate’s degree
Computer Science	Community College of Beaver County external site Monaca, Pennsylvania	2 graduated with Associate’s degree
Computer Science	Curry College external site Milton, Massachusetts	2 graduated with Bachelor’s degree
Computer Science	Eastern Illinois University external site Charleston, Illinois	2 graduated with Bachelor’s degree
Computer Science	Eastern Nazarene College external site Quincy, Massachusetts	2 graduated with Bachelor’s degree
Computer Science	Eckerd College external site Saint Petersburg, Florida	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Galveston College external site Galveston, Texas	2 graduated with Associate’s degree
Computer Science	GateWay Community College external site Phoenix, Arizona	2 graduated with Associate’s degree
Computer Science	Golden West College external site Huntington Beach, California	2 graduated with Associate’s degree
Computer Science	Haverford College external site Haverford, Pennsylvania	2 graduated with Bachelor’s degree
Computer Science	Henry Ford College external site Dearborn, Michigan	2 graduated with Associate’s degree
Computer Science	Jackson State University external site Jackson, Mississippi	2 graduated with Doctor’s degree – research/scholarship
Computer Science	Lakeland Community College external site Kirtland, Ohio	2 graduated with Associate’s degree
Computer Science	Lebanon Valley College external site Annville, Pennsylvania	2 graduated with Bachelor’s degree
Computer Science	Louisiana Christian University external site Pineville, Louisiana	2 graduated with Bachelor’s degree
Computer Science	Northeast Community College external site Norfolk, Nebraska	2 graduated with Associate’s degree
Computer Science	Northern Kentucky University external site Highland Heights, Kentucky	2 graduated with Master’s degree
Computer Science	Pacific University external site Forest Grove, Oregon	2 graduated with Bachelor’s degree
Computer Science	Pitzer College external site Claremont, California	2 graduated with Bachelor’s degree
Computer Science	Ripon College external site Ripon, Wisconsin	2 graduated with Bachelor’s degree
Computer Science	Sattler College external site Boston, Massachusetts	2 graduated with Bachelor’s degree
Computer Science	Scripps College external site Claremont, California	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	South Mountain Community College external site Phoenix, Arizona	2 graduated with Associate’s degree
Computer Science	Texas College external site Tyler, Texas	2 graduated with Bachelor’s degree
Computer Science	Texas State Technical College external site Waco, Texas	2 graduated with Associate’s degree
Computer Science	Tompkins Cortland Community College external site Dryden, New York	2 graduated with Associate’s degree
Computer Science	University of Charleston external site Charleston, West Virginia	2 graduated with Bachelor’s degree
Computer Science	University of Evansville external site Evansville, Indiana	2 graduated with Bachelor’s degree
Computer Science	University of Providence external site Great Falls, Montana	2 graduated with Bachelor’s degree
Computer Science	University of St Francis external site Joliet, Illinois	0 graduated with Less than one year certificate 2 graduated with Bachelor’s degree
Computer Science	University of Wisconsin-River Falls external site River Falls, Wisconsin	0 graduated with Bachelor’s degree 2 graduated with Master’s degree
Computer Science	Waynesburg University external site Waynesburg, Pennsylvania	2 graduated with Bachelor’s degree
Computer Software Engineering	Concordia University Ann Arbor external site Ann Arbor, Michigan	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Software Engineering	Montgomery County Community College external site Blue Bell, Pennsylvania	2 graduated with One but less than two years certificate
Computer Software Engineering	Northern Arizona University external site Flagstaff, Arizona	2 graduated with Bachelor’s degree
Computer Software Engineering	Notre Dame College external site Cleveland, Ohio	2 graduated with Bachelor’s degree
Computer Software Engineering	Ohio Dominican University external site Columbus, Ohio	2 graduated with Bachelor’s degree
Computer Software Engineering	Saint Xavier University external site Chicago, Illinois	2 graduated with Master’s degree
Computer Software Engineering	Texas State University external site San Marcos, Texas	2 graduated with Master’s degree
Computer Software Engineering	University of Minnesota-Crookston external site Crookston, Minnesota	2 graduated with Bachelor’s degree
Computer Software Engineering	University of Mobile external site Mobile, Alabama	2 graduated with Bachelor’s degree
Computer Software Technology/Technician	University of Missouri-St Louis external site Saint Louis, Missouri	2 graduated with One but less than two years certificate
Data Science, General	Andrews University external site Berrien Springs, Michigan	2 graduated with Bachelor’s degree
Data Science, General	Arcadia University external site Glenside, Pennsylvania	2 graduated with Bachelor’s degree
Data Science, General	Augusta University external site Augusta, Georgia	2 graduated with Master’s degree
Data Science, General	Bethel University external site Saint Paul, Minnesota	2 graduated with Bachelor’s degree
Data Science, General	Bucks County Community College external site Newtown, Pennsylvania	2 graduated with Associate’s degree
Data Science, General	Butler University external site Indianapolis, Indiana	0 graduated with Bachelor’s degree 2 graduated with Bachelor’s degree (second major)
Data Science, General	Christian Brothers University external site Memphis, Tennessee	2 graduated with Master’s degree
Data Science, General	College of Coastal Georgia external site Brunswick, Georgia	2 graduated with Bachelor’s degree
Data Science, General	Lehigh University external site Bethlehem, Pennsylvania	2 graduated with Master’s degree
Data Science, General	Marshall University external site Huntington, West Virginia	2 graduated with Master’s degree
Data Science, General	Meharry Medical College external site Nashville, Tennessee	2 graduated with Master’s degree
Data Science, General	Monmouth University external site West Long Branch, New Jersey	2 graduated with Master’s degree
Data Science, General	Purdue University Fort Wayne external site Fort Wayne, Indiana	2 graduated with Bachelor’s degree
Data Science, General	Roanoke College external site Salem, Virginia	2 graduated with Bachelor’s degree
Data Science, General	Seton Hall University external site South Orange, New Jersey	2 graduated with Master’s degree
Data Science, General	University of Central Oklahoma external site Edmond, Oklahoma	2 graduated with Bachelor’s degree
Informatics	Andrews University external site Berrien Springs, Michigan	2 graduated with Bachelor’s degree
Informatics	DePaul University external site Chicago, Illinois	2 graduated with Doctor’s degree – research/scholarship
Informatics	Drexel University external site Philadelphia, Pennsylvania	0 graduated with Bachelor’s degree 2 graduated with Postbaccalaureate certificate
Informatics	Indiana University-Northwest external site Gary, Indiana	2 graduated with Bachelor’s degree
Informatics	Lipscomb University external site Nashville, Tennessee	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Informatics	University of Florida external site Gainesville, Florida	2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Bemidji State University external site Bemidji, Minnesota	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Benedictine University external site Lisle, Illinois	2 graduated with Bachelor’s degree
Information Science/Studies	Cayuga County Community College external site Auburn, New York	0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Science/Studies	City Colleges of Chicago-Kennedy-King College external site Chicago, Illinois	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Information Science/Studies	Concord University external site Athens, West Virginia	2 graduated with Bachelor’s degree
Information Science/Studies	Dickinson State University external site Dickinson, North Dakota	2 graduated with Bachelor’s degree
Information Science/Studies	El Paso Community College external site El Paso, Texas	1 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Science/Studies	Empire State University external site Saratoga Springs, New York	2 graduated with Master’s degree
Information Science/Studies	Florida Memorial University external site Miami Gardens, Florida	2 graduated with Bachelor’s degree
Information Science/Studies	Houghton University external site Houghton, New York	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Immaculata University external site Immaculata, Pennsylvania	1 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Science/Studies	John A Logan College external site Carterville, Illinois	2 graduated with One but less than two years certificate
Information Science/Studies	LeTourneau University external site Longview, Texas	2 graduated with Bachelor’s degree
Information Science/Studies	Lincoln University external site Jefferson City, Missouri	2 graduated with Bachelor’s degree
Information Science/Studies	Lorain County Community College external site Elyria, Ohio	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 2 graduated with Associate’s degree
Information Science/Studies	Marquette University external site Milwaukee, Wisconsin	0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Information Science/Studies	Molloy College external site Rockville Centre, New York	2 graduated with Bachelor’s degree
Information Science/Studies	Naval Postgraduate School external site Monterey, California	2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	Ozarka College external site Melbourne, Arkansas	2 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Science/Studies	Rasmussen University-Minnesota external site St. Cloud, Minnesota	2 graduated with Bachelor’s degree
Information Science/Studies	Regent University external site Virginia Beach, Virginia	2 graduated with Bachelor’s degree
Information Science/Studies	Saint Michael's College external site Colchester, Vermont	1 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	South University-Austin external site Round Rock, Texas	2 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Southern University at Shreveport external site Shreveport, Louisiana	2 graduated with One but less than two years certificate
Information Science/Studies	Strayer University-New Jersey external site Piscataway, New Jersey	0 graduated with One but less than two years certificate 2 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	University of California-Los Angeles external site Los Angeles, California	0 graduated with Master’s degree 2 graduated with Doctor’s degree – research/scholarship
Information Science/Studies	University of Chicago external site Chicago, Illinois	2 graduated with Master’s degree
Information Science/Studies	Washington Adventist University external site Takoma Park, Maryland	2 graduated with Bachelor’s degree
Information Technology	American National University-Pikeville external site Pikeville, Kentucky	2 graduated with Master’s degree
Information Technology	Bucks County Community College external site Newtown, Pennsylvania	2 graduated with Associate’s degree
Information Technology	Citrus College external site Glendora, California	2 graduated with Less than one year certificate
Information Technology	College of Alameda external site Alameda, California	0 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate 1 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico Inc-San Juan external site San Juan, Puerto Rico	2 graduated with Associate’s degree
Information Technology	Flathead Valley Community College external site Kalispell, Montana	2 graduated with Associate’s degree
Information Technology	Gavilan College external site Gilroy, California	2 graduated with Associate’s degree
Information Technology	Halifax Community College external site Weldon, North Carolina	2 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Haywood Community College external site Clyde, North Carolina	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Highland Community College external site Freeport, Illinois	2 graduated with Associate’s degree
Information Technology	John A Logan College external site Carterville, Illinois	2 graduated with Associate’s degree
Information Technology	Los Angeles Harbor College external site Wilmington, California	2 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Mayland Community College external site Spruce Pine, North Carolina	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Murray State College external site Tishomingo, Oklahoma	2 graduated with Associate’s degree
Information Technology	New Mexico Institute of Mining and Technology external site Socorro, New Mexico	2 graduated with Bachelor’s degree
Information Technology	Oakton College external site Des Plaines, Illinois	2 graduated with Associate’s degree
Information Technology	Oakwood University external site Huntsville, Alabama	2 graduated with Bachelor’s degree
Information Technology	Palo Verde College external site Blythe, California	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Information Technology	Pierce College District external site Lakewood, Washington	2 graduated with Associate’s degree
Information Technology	Robert Morris University external site Moon Township, Pennsylvania	2 graduated with Master’s degree
Information Technology	Saint Joseph's University external site Philadelphia, Pennsylvania	2 graduated with Bachelor’s degree
Information Technology	Santa Monica College external site Santa Monica, California	2 graduated with Less than one year certificate
Information Technology	Sitting Bull College external site Fort Yates, North Dakota	2 graduated with Associate’s degree
Information Technology	Southern Careers Institute-Austin external site Austin, Texas	2 graduated with Less than one year certificate
Information Technology	Texas Christian University external site Fort Worth, Texas	2 graduated with Bachelor’s degree
Information Technology	The University of Texas Rio Grande Valley external site Edinburg, Texas	2 graduated with Master’s degree
Information Technology	United States University external site San Diego, California	2 graduated with Bachelor’s degree
Information Technology	University of Nebraska at Omaha external site Omaha, Nebraska	2 graduated with Doctor’s degree – research/scholarship
Information Technology	Waynesburg University external site Waynesburg, Pennsylvania	2 graduated with Bachelor’s degree
Information Technology	Withlacoochee Technical College external site Inverness, Florida	2 graduated with Less than one year certificate
Mathematics and Computer Science	Colgate University external site Hamilton, New York	2 graduated with Bachelor’s degree
Mathematics and Computer Science	Emory & Henry University external site Emory, Virginia	2 graduated with Bachelor’s degree
Mathematics and Computer Science	Great Bay Community College external site Portsmouth, New Hampshire	0 graduated with Less than one year certificate 2 graduated with Associate’s degree
Mathematics and Computer Science	Texas Christian University external site Fort Worth, Texas	2 graduated with Bachelor’s degree
Mathematics and Computer Science	Western Oregon University external site Monmouth, Oregon	2 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	Lawrence Technological University external site Southfield, Michigan	0 graduated with One but less than two years certificate 2 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Riverland Community College external site Austin, Minnesota	2 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Shenandoah University external site Winchester, Virginia	2 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Thomas Jefferson University external site Philadelphia, Pennsylvania	0 graduated with Postbaccalaureate certificate 2 graduated with Master’s degree
Modeling, Virtual Environments and Simulation	University of Michigan-Ann Arbor external site Ann Arbor, Michigan	2 graduated with Post-master’s certificate
Accounting and Computer Science	Stark State College external site North Canton, Ohio	1 graduated with Associate’s degree
Artificial Intelligence	Buena Vista University external site Storm Lake, Iowa	1 graduated with Bachelor’s degree
Artificial Intelligence	Estrella Mountain Community College external site Avondale, Arizona	0 graduated with Less than one year certificate 1 graduated with Associate’s degree
Artificial Intelligence	Marquette University external site Milwaukee, Wisconsin	1 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of Akron Main Campus external site Akron, Ohio	1 graduated with Less than one year certificate
Artificial Intelligence	University of Massachusetts-Dartmouth external site North Dartmouth, Massachusetts	1 graduated with Bachelor’s degree
Artificial Intelligence	University of Rochester external site Rochester, New York	1 graduated with Master’s degree
Cloud Computing	Bismarck State College external site Bismarck, North Dakota	1 graduated with Less than one year certificate
Cloud Computing	Ensign College external site Salt Lake City, Utah	1 graduated with Less than one year certificate
Cloud Computing	Erwin Technical College external site Tampa, Florida	1 graduated with One but less than two years certificate
Cloud Computing	Howard Community College external site Columbia, Maryland	1 graduated with Less than one year certificate
Cloud Computing	Louisiana Delta Community College external site Monroe, Louisiana	1 graduated with Associate’s degree
Cloud Computing	Nicolet Area Technical College external site Rhinelander, Wisconsin	1 graduated with Less than one year certificate
Cloud Computing	The University of Montana external site Missoula, Montana	1 graduated with Less than one year certificate
Cloud Computing	University of Virginia-Main Campus external site Charlottesville, Virginia	1 graduated with One but less than two years certificate
Computer Engineering, General	Anderson University external site Anderson, Indiana	1 graduated with Bachelor’s degree
Computer Engineering, General	Bellarmine University external site Louisville, Kentucky	1 graduated with Bachelor’s degree
Computer Engineering, General	Capital University external site Columbus, Ohio	1 graduated with Bachelor’s degree
Computer Engineering, General	Chapman University external site Orange, California	1 graduated with Bachelor’s degree
Computer Engineering, General	Fairleigh Dickinson University-Metropolitan Campus external site Teaneck, New Jersey	1 graduated with Master’s degree
Computer Engineering, General	Idaho State University external site Pocatello, Idaho	1 graduated with Bachelor’s degree
Computer Engineering, General	Indiana University-Bloomington external site Bloomington, Indiana	1 graduated with Master’s degree
Computer Engineering, General	Lewis University external site Romeoville, Illinois	1 graduated with Bachelor’s degree
Computer Engineering, General	Oregon Health & Science University external site Portland, Oregon	1 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Pennsylvania State University-Penn State Brandywine external site Media, Pennsylvania	1 graduated with Bachelor’s degree
Computer Engineering, General	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	1 graduated with Bachelor’s degree
Computer Engineering, General	The Catholic University of America external site Washington, District of Columbia	1 graduated with Bachelor’s degree
Computer Engineering, General	University of Alaska Fairbanks external site Fairbanks, Alaska	1 graduated with Bachelor’s degree
Computer Game Programming	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	1 graduated with Bachelor’s degree
Computer Game Programming	Lake Land College external site Mattoon, Illinois	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Anderson University external site Anderson, South Carolina	1 graduated with Postbaccalaureate certificate
Computer Programming, Specific Applications	Arizona Christian University external site Glendale, Arizona	1 graduated with Less than one year certificate
Computer Programming, Specific Applications	Camden County College external site Blackwood, New Jersey	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Chandler-Gilbert Community College external site Chandler, Arizona	0 graduated with Less than 12 weeks certificate 1 graduated with Less than one year certificate
Computer Programming, Specific Applications	Florida Gateway College external site Lake City, Florida	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Harford Community College external site Bel Air, Maryland	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Holyoke Community College external site Holyoke, Massachusetts	1 graduated with Associate’s degree
Computer Programming, Specific Applications	Jackson College external site Jackson, Michigan	1 graduated with Associate’s degree
Computer Programming, Specific Applications	Joliet Junior College external site Joliet, Illinois	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Kent State University at East Liverpool external site East Liverpool, Ohio	1 graduated with Associate’s degree
Computer Programming, Specific Applications	Kent State University at Salem external site Salem, Ohio	1 graduated with Associate’s degree
Computer Programming, Specific Applications	Lamar University external site Beaumont, Texas	1 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Luzerne County Community College external site Nanticoke, Pennsylvania	0 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Marist College external site Poughkeepsie, New York	1 graduated with Less than one year certificate
Computer Programming, Specific Applications	Saint Johns River State College external site Palatka, Florida	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Saint Paul College external site Saint Paul, Minnesota	1 graduated with Less than one year certificate
Computer Programming, Specific Applications	Scottsdale Community College external site Scottsdale, Arizona	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Tallahassee Community College external site Tallahassee, Florida	1 graduated with One but less than two years certificate
Computer Programming, Specific Applications	University of Alaska Anchorage external site Anchorage, Alaska	1 graduated with Associate’s degree
Computer Programming, Vendor/Product Certification	Fort Myers Technical College external site Fort Myers, Florida	1 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Raritan Valley Community College external site Branchburg, New Jersey	1 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Butler Community College external site El Dorado, Kansas	1 graduated with Associate’s degree
Computer Programming/Programmer, General	Camden County College external site Blackwood, New Jersey	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Capitol Technology University external site Laurel, Maryland	1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Caribbean University-Carolina external site Carolina, Puerto Rico	1 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Richard J Daley College external site Chicago, Illinois	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	College of the Mainland external site Texas City, Texas	0 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Dewey University-Carolina external site Carolina, Puerto Rico	1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Dickinson State University external site Dickinson, North Dakota	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	East Los Angeles College external site Monterey Park, California	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Ensign College external site Salt Lake City, Utah	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Golden West College external site Huntington Beach, California	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Great Falls College Montana State University external site Great Falls, Montana	1 graduated with Associate’s degree
Computer Programming/Programmer, General	Henderson State University external site Arkadelphia, Arkansas	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Herzing University-Birmingham external site Birmingham, Alabama	1 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Herzing University-Brookfield external site Brookfield, Wisconsin	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Herzing University-Minneapolis external site St. Louis Park, Minnesota	1 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Herzing University-Orlando external site Winter Park, Florida	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Indiana University-South Bend external site South Bend, Indiana	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Inver Hills Community College external site Inver Grove Heights, Minnesota	1 graduated with Associate’s degree
Computer Programming/Programmer, General	Iowa Central Community College external site Fort Dodge, Iowa	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Kansas State University external site Manhattan, Kansas	1 graduated with Master’s degree
Computer Programming/Programmer, General	Lemoore College external site Lemoore, California	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	McHenry County College external site Crystal Lake, Illinois	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Metropolitan State University external site Saint Paul, Minnesota	1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Monroe County Community College external site Monroe, Michigan	0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Programming/Programmer, General	New Mexico State University-Dona Ana external site Las Cruces, New Mexico	0 graduated with Less than one year certificate 1 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Northeastern Oklahoma A&M College external site Miami, Oklahoma	1 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Siena Heights University external site Adrian, Michigan	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Programming/Programmer, General	South Florida State College external site Avon Park, Florida	1 graduated with Associate’s degree
Computer Programming/Programmer, General	Southeastern Illinois College external site Harrisburg, Illinois	1 graduated with Associate’s degree
Computer Programming/Programmer, General	University of Toledo external site Toledo, Ohio	1 graduated with Associate’s degree
Computer Programming/Programmer, General	West Los Angeles College external site Culver City, California	1 graduated with Less than one year certificate
Computer Programming/Programmer, General	Winthrop University external site Rock Hill, South Carolina	1 graduated with Bachelor’s degree
Computer Science	Adrian College external site Adrian, Michigan	0 graduated with Less than one year certificate 1 graduated with Bachelor’s degree
Computer Science	Albion College external site Albion, Michigan	1 graduated with Bachelor’s degree
Computer Science	American University of Puerto Rico external site Manati, Puerto Rico	1 graduated with Associate’s degree
Computer Science	Berry College external site Mount Berry, Georgia	1 graduated with Bachelor’s degree
Computer Science	Blackburn College external site Carlinville, Illinois	1 graduated with Bachelor’s degree
Computer Science	Blue Mountain Community College external site Pendleton, Oregon	0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Computer Science	Capitol Technology University external site Laurel, Maryland	0 graduated with Master’s degree 1 graduated with Doctor’s degree – research/scholarship
Computer Science	Carolina University external site Winston-Salem, North Carolina	1 graduated with Bachelor’s degree
Computer Science	Clatsop Community College external site Astoria, Oregon	1 graduated with Associate’s degree
Computer Science	College of Southern Nevada external site Las Vegas, Nevada	1 graduated with Associate’s degree
Computer Science	College of the Siskiyous external site Weed, California	1 graduated with Associate’s degree
Computer Science	Concordia University Ann Arbor external site Ann Arbor, Michigan	1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Concordia University-Wisconsin external site Mequon, Wisconsin	1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Cornerstone University external site Grand Rapids, Michigan	1 graduated with Bachelor’s degree
Computer Science	Eastern Maine Community College external site Bangor, Maine	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Science	Florida Memorial University external site Miami Gardens, Florida	1 graduated with Bachelor’s degree
Computer Science	Franklin College external site Franklin, Indiana	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Freed-Hardeman University external site Henderson, Tennessee	1 graduated with Bachelor’s degree
Computer Science	Glen Oaks Community College external site Centreville, Michigan	1 graduated with Associate’s degree
Computer Science	Goshen College external site Goshen, Indiana	1 graduated with Bachelor’s degree
Computer Science	Heritage University external site Toppenish, Washington	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Science	Herkimer County Community College external site Herkimer, New York	1 graduated with Associate’s degree
Computer Science	Keystone College external site La Plume, Pennsylvania	1 graduated with Bachelor’s degree
Computer Science	Lake Superior State University external site Sault Ste Marie, Michigan	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Science	Le Moyne-Owen College external site Memphis, Tennessee	1 graduated with Bachelor’s degree
Computer Science	Lourdes University external site Sylvania, Ohio	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Computer Science	Marymount University external site Arlington, Virginia	1 graduated with Bachelor’s degree
Computer Science	Marywood University external site Scranton, Pennsylvania	1 graduated with Bachelor’s degree
Computer Science	Mendocino College external site Ukiah, California	1 graduated with Associate’s degree
Computer Science	Missouri Valley College external site Marshall, Missouri	1 graduated with Bachelor’s degree
Computer Science	Mount Wachusett Community College external site Gardner, Massachusetts	1 graduated with Associate’s degree
Computer Science	Napa Valley College external site Napa, California	1 graduated with Associate’s degree
Computer Science	Oral Roberts University external site Tulsa, Oklahoma	1 graduated with Master’s degree
Computer Science	Peninsula College external site Port Angeles, Washington	1 graduated with Associate’s degree
Computer Science	Polytechnic University of Puerto Rico-Orlando external site Orlando, Florida	1 graduated with Bachelor’s degree
Computer Science	Rio Salado College external site Tempe, Arizona	1 graduated with Associate’s degree
Computer Science	Shorter College external site N Little Rock, Arkansas	1 graduated with Associate’s degree
Computer Science	Stark State College external site North Canton, Ohio	1 graduated with One but less than two years certificate
Computer Science	Trevecca Nazarene University external site Nashville, Tennessee	1 graduated with Bachelor’s degree
Computer Science	Union University external site Jackson, Tennessee	1 graduated with Bachelor’s degree
Computer Science	University of Maine at Farmington external site Farmington, Maine	1 graduated with Bachelor’s degree
Computer Science	University of Maine at Presque Isle external site Presque Isle, Maine	1 graduated with Bachelor’s degree
Computer Science	University of Management and Technology external site Arlington, Virginia	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	University of Montevallo external site Montevallo, Alabama	1 graduated with Bachelor’s degree
Computer Science	University of Rhode Island external site Kingston, Rhode Island	1 graduated with Doctor’s degree – research/scholarship
Computer Science	University of Saint Joseph external site West Hartford, Connecticut	1 graduated with Bachelor’s degree
Computer Science	University of Sioux Falls external site Sioux Falls, South Dakota	1 graduated with Bachelor’s degree
Computer Science	University of Washington-Tacoma Campus external site Tacoma, Washington	1 graduated with Master’s degree
Computer Science	University of Wisconsin-Oshkosh external site Oshkosh, Wisconsin	1 graduated with Bachelor’s degree
Computer Science	Washington Adventist University external site Takoma Park, Maryland	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Computer Science	Wells College external site Aurora, New York	1 graduated with Bachelor’s degree
Computer Science	Westminster College external site New Wilmington, Pennsylvania	1 graduated with Bachelor’s degree
Computer Science	William Penn University external site Oskaloosa, Iowa	1 graduated with Bachelor’s degree
Computer Science	York County Community College external site Wells, Maine	1 graduated with Associate’s degree
Computer Software Engineering	Butler University external site Indianapolis, Indiana	1 graduated with Bachelor’s degree
Computer Software Engineering	Citadel Military College of South Carolina external site Charleston, South Carolina	1 graduated with Postbaccalaureate certificate
Computer Software Engineering	College of Charleston external site Charleston, South Carolina	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major) 0 graduated with Postbaccalaureate certificate
Computer Software Engineering	DeVry University-California external site Ontario, California	1 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree
Computer Software Engineering	Franklin College external site Franklin, Indiana	1 graduated with Bachelor’s degree
Computer Software Engineering	Grand Canyon University external site Phoenix, Arizona	0 graduated with Bachelor’s degree 1 graduated with Master’s degree
Computer Software Engineering	Lawrence Technological University external site Southfield, Michigan	1 graduated with Bachelor’s degree
Computer Software Engineering	Pennsylvania State University-Penn State Harrisburg external site Middletown, Pennsylvania	1 graduated with Bachelor’s degree
Computer Software Engineering	Rasmussen University-Kansas external site Topeka, Kansas	1 graduated with Associate’s degree
Computer Software Engineering	San Diego State University external site San Diego, California	1 graduated with Postbaccalaureate certificate
Computer Software Engineering	Villa Maria College external site Buffalo, New York	1 graduated with Bachelor’s degree
Computer Software Technology/Technician	ATA College external site El Cajon, California	1 graduated with Associate’s degree
Computer Software Technology/Technician	Joliet Junior College external site Joliet, Illinois	1 graduated with Associate’s degree
Computer Software Technology/Technician	Kellogg Community College external site Battle Creek, Michigan	1 graduated with Associate’s degree
Data Science, General	Bennington College external site Bennington, Vermont	1 graduated with Bachelor’s degree
Data Science, General	Cornell College external site Mount Vernon, Iowa	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Fox Valley Technical College external site Appleton, Wisconsin	1 graduated with Associate’s degree
Data Science, General	Northern Michigan University external site Marquette, Michigan	1 graduated with Bachelor’s degree
Data Science, General	Pacific Union College external site Angwin, California	1 graduated with Bachelor’s degree
Data Science, General	Point Loma Nazarene University external site San Diego, California	1 graduated with Bachelor’s degree
Data Science, General	Quinnipiac University external site Hamden, Connecticut	1 graduated with Bachelor’s degree
Data Science, General	Saint Mary's College of California external site Moraga, California	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Saint Vincent College external site Latrobe, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	0 graduated with Less than one year certificate 1 graduated with Postbaccalaureate certificate
Data Science, General	Southern Connecticut State University external site New Haven, Connecticut	1 graduated with Bachelor’s degree
Data Science, General	The University of Tennessee-Knoxville external site Knoxville, Tennessee	1 graduated with Postbaccalaureate certificate
Data Science, General	University of California-San Diego external site La Jolla, California	1 graduated with Master’s degree
Data Science, General	University of Central Florida external site Orlando, Florida	1 graduated with Bachelor’s degree
Data Science, General	University of Pittsburgh-Pittsburgh Campus external site Pittsburgh, Pennsylvania	1 graduated with Bachelor’s degree
Data Science, General	University of the Incarnate Word external site San Antonio, Texas	1 graduated with Bachelor’s degree
Data Science, General	University of Wisconsin-Milwaukee external site Milwaukee, Wisconsin	1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	University of Wisconsin-Platteville external site Platteville, Wisconsin	1 graduated with Bachelor’s degree
Data Science, General	Virginia Commonwealth University external site Richmond, Virginia	1 graduated with Postbaccalaureate certificate
Data Science, General	Westminster College external site Fulton, Missouri	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Data Science, General	Winthrop University external site Rock Hill, South Carolina	1 graduated with Bachelor’s degree
Data Science, General	Xavier University of Louisiana external site New Orleans, Louisiana	1 graduated with Bachelor’s degree
Informatics	Capella University external site Minneapolis, Minnesota	1 graduated with Bachelor’s degree
Informatics	DeSales University external site Center Valley, Pennsylvania	1 graduated with Postbaccalaureate certificate
Informatics	University of North Texas external site Denton, Texas	1 graduated with Postbaccalaureate certificate
Information Science/Studies	Alpena Community College external site Alpena, Michigan	1 graduated with Associate’s degree
Information Science/Studies	Barton County Community College external site Great Bend, Kansas	1 graduated with Associate’s degree
Information Science/Studies	Bismarck State College external site Bismarck, North Dakota	1 graduated with Associate’s degree
Information Science/Studies	Brigham Young University-Hawaii external site Laie, Hawaii	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	Central College external site Pella, Iowa	1 graduated with Bachelor’s degree
Information Science/Studies	City University of Seattle external site Seattle, Washington	1 graduated with Bachelor’s degree
Information Science/Studies	Duke University external site Durham, North Carolina	1 graduated with Postbaccalaureate certificate
Information Science/Studies	Farmingdale State College external site Farmingdale, New York	1 graduated with One but less than two years certificate
Information Science/Studies	Finger Lakes Community College external site Canandaigua, New York	1 graduated with Associate’s degree
Information Science/Studies	Murray State University external site Murray, Kentucky	1 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	North Arkansas College external site Harrison, Arkansas	1 graduated with Associate’s degree
Information Science/Studies	Northern Wyoming Community College District external site Sheridan, Wyoming	1 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Science/Studies	Oklahoma Baptist University external site Shawnee, Oklahoma	1 graduated with Bachelor’s degree
Information Science/Studies	Ottawa University-Milwaukee external site Brookfield, Wisconsin	0 graduated with Master’s degree 1 graduated with Master’s degree (second major)
Information Science/Studies	Ottawa University-Ottawa external site Ottawa, Kansas	0 graduated with Bachelor’s degree 1 graduated with Master’s degree
Information Science/Studies	Pennsylvania State University-Penn State Schuylkill external site Schuylkill Haven, Pennsylvania	1 graduated with Bachelor’s degree
Information Science/Studies	Quincy University external site Quincy, Illinois	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Information Science/Studies	South University-Savannah external site Savannah, Georgia	1 graduated with Bachelor’s degree
Information Science/Studies	Southwestern Illinois College external site Belleville, Illinois	1 graduated with Associate’s degree
Information Science/Studies	Strayer University-Delaware external site Wilmington, Delaware	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Information Science/Studies	Strayer University-Mississippi external site Jackson, Mississippi	0 graduated with One but less than two years certificate 1 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	Strayer University-West Virginia external site Scott Depot, West Virginia	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 1 graduated with Master’s degree
Information Science/Studies	Sullivan County Community College external site Loch Sheldrake, New York	1 graduated with Associate’s degree
Information Science/Studies	SUNY College of Agriculture and Technology at Cobleskill external site Cobleskill, New York	1 graduated with Associate’s degree
Information Science/Studies	The University of Texas Rio Grande Valley external site Edinburg, Texas	1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	University of Miami external site Coral Gables, Florida	1 graduated with Less than one year certificate
Information Science/Studies	University of Pittsburgh-Bradford external site Bradford, Pennsylvania	1 graduated with Associate’s degree
Information Science/Studies	University of Redlands external site Redlands, California	1 graduated with Master’s degree
Information Science/Studies	Walsh College external site Troy, Michigan	1 graduated with Master’s degree
Information Science/Studies	West Virginia Wesleyan College external site Buckhannon, West Virginia	1 graduated with Bachelor’s degree
Information Science/Studies	Western Kentucky University external site Bowling Green, Kentucky	1 graduated with Postbaccalaureate certificate
Information Technology	Bethesda University external site Anaheim, California	1 graduated with Bachelor’s degree
Information Technology	Clovis Community College external site Fresno, California	1 graduated with Less than one year certificate 0 graduated with Two but less than 4 years certificate
Information Technology	College of the Ozarks external site Point Lookout, Missouri	1 graduated with Bachelor’s degree
Information Technology	Columbia College external site Sonora, California	0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Eastern Nazarene College external site Quincy, Massachusetts	1 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Eastern Washington University external site Cheney, Washington	1 graduated with Postbaccalaureate certificate
Information Technology	Emerald Coast Technical College external site DeFuniak Springs, Florida	1 graduated with Less than one year certificate
Information Technology	Hodges University external site Fort Myers, Florida	1 graduated with Less than one year certificate
Information Technology	Inter American University of Puerto Rico-Metro external site San Juan, Puerto Rico	1 graduated with Bachelor’s degree
Information Technology	Irvine Valley College external site Irvine, California	1 graduated with Less than one year certificate
Information Technology	Lake Michigan College external site Benton Harbor, Michigan	1 graduated with Less than one year certificate
Information Technology	Laramie County Community College external site Cheyenne, Wyoming	1 graduated with Associate’s degree
Information Technology	Le Moyne-Owen College external site Memphis, Tennessee	1 graduated with Bachelor’s degree
Information Technology	Lewis University external site Romeoville, Illinois	1 graduated with Bachelor’s degree
Information Technology	Massachusetts Bay Community College external site Wellesley Hills, Massachusetts	1 graduated with Less than one year certificate
Information Technology	McHenry County College external site Crystal Lake, Illinois	1 graduated with Associate’s degree
Information Technology	Mendocino College external site Ukiah, California	1 graduated with Associate’s degree
Information Technology	Merrimack College external site North Andover, Massachusetts	1 graduated with Bachelor’s degree
Information Technology	Missouri Western State University external site Saint Joseph, Missouri	1 graduated with Bachelor’s degree
Information Technology	Monmouth University external site West Long Branch, New Jersey	1 graduated with Less than one year certificate
Information Technology	Moorpark College external site Moorpark, California	1 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Mt Hood Community College external site Gresham, Oregon	1 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	New Mexico State University-Alamogordo external site Alamogordo, New Mexico	1 graduated with Associate’s degree
Information Technology	Ohlone College external site Fremont, California	1 graduated with Less than one year certificate
Information Technology	Rogue Community College external site Grants Pass, Oregon	1 graduated with Associate’s degree
Information Technology	Saddleback College external site Mission Viejo, California	1 graduated with Less than one year certificate
Information Technology	Saint Vincent College external site Latrobe, Pennsylvania	1 graduated with Bachelor’s degree
Information Technology	Salish Kootenai College external site Pablo, Montana	0 graduated with Associate’s degree 1 graduated with Bachelor’s degree
Information Technology	Strayer University-Arkansas external site Little Rock, Arkansas	1 graduated with Bachelor’s degree
Information Technology	Tri-County Community College external site Murphy, North Carolina	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 1 graduated with Associate’s degree
Information Technology	Union University external site Jackson, Tennessee	1 graduated with Bachelor’s degree
Information Technology	University of Jamestown external site Jamestown, North Dakota	1 graduated with Bachelor’s degree
Information Technology	University of Massachusetts Global external site Irvine, California	1 graduated with Bachelor’s degree
Information Technology	University of Phoenix-Nevada external site Las Vegas, Nevada	1 graduated with Bachelor’s degree
Information Technology	University of Phoenix-Texas external site Dallas, Texas	1 graduated with Bachelor’s degree
Information Technology	University of the Incarnate Word external site San Antonio, Texas	1 graduated with Associate’s degree
Mathematics and Computer Science	Arizona State University Campus Immersion external site Tempe, Arizona	1 graduated with Less than one year certificate
Mathematics and Computer Science	Dominican University external site River Forest, Illinois	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Immaculata University external site Immaculata, Pennsylvania	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Lawrence Technological University external site Southfield, Michigan	1 graduated with Bachelor’s degree
Mathematics and Computer Science	LeTourneau University external site Longview, Texas	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	Loyola University Chicago external site Chicago, Illinois	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Randolph College external site Lynchburg, Virginia	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Scripps College external site Claremont, California	1 graduated with Bachelor’s degree
Mathematics and Computer Science	Southern Oregon University external site Ashland, Oregon	1 graduated with Bachelor’s degree 0 graduated with Master’s degree
Mathematics and Computer Science	University of Michigan-Dearborn external site Dearborn, Michigan	0 graduated with Bachelor’s degree 1 graduated with Bachelor’s degree (second major)
Mathematics and Computer Science	University of Rhode Island external site Kingston, Rhode Island	1 graduated with Postbaccalaureate certificate
Mathematics and Computer Science	University of Wisconsin-Whitewater external site Whitewater, Wisconsin	1 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Carnegie Mellon University external site Pittsburgh, Pennsylvania	1 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Purdue University Northwest external site Hammond, Indiana	1 graduated with Master’s degree
Accounting and Computer Science	Central Arizona College external site Coolidge, Arizona	0 graduated with Less than 12 weeks certificate
Accounting and Computer Science	Georgia State University external site Atlanta, Georgia	0 graduated with Master’s degree
Accounting and Computer Science	Gogebic Community College external site Ironwood, Michigan	0 graduated with Associate’s degree
Accounting and Computer Science	Grove City College external site Grove City, Pennsylvania	0 graduated with Bachelor’s degree
Accounting and Computer Science	Monroe County Community College external site Monroe, Michigan	0 graduated with Associate’s degree
Accounting and Computer Science	Olney Central College external site Olney, Illinois	0 graduated with Associate’s degree
Accounting and Computer Science	Slippery Rock University of Pennsylvania external site Slippery Rock, Pennsylvania	0 graduated with Postbaccalaureate certificate
Accounting and Computer Science	University of Dallas external site Irving, Texas	0 graduated with Master’s degree
Accounting and Computer Science	Western Washington University external site Bellingham, Washington	0 graduated with Bachelor’s degree
Artificial Intelligence	DSDT external site Detroit, Michigan	0 graduated with Less than one year certificate
Artificial Intelligence	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Ferris State University external site Big Rapids, Michigan	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Keiser University-Ft Lauderdale external site Fort Lauderdale, Florida	0 graduated with Bachelor’s degree
Artificial Intelligence	Kent State University at Kent external site Kent, Ohio	0 graduated with Master’s degree
Artificial Intelligence	Lawrence Technological University external site Southfield, Michigan	0 graduated with Master’s degree
Artificial Intelligence	Louisiana State University-Shreveport external site Shreveport, Louisiana	0 graduated with Less than one year certificate
Artificial Intelligence	Marymount University external site Arlington, Virginia	0 graduated with Bachelor’s degree
Artificial Intelligence	Montana State University external site Bozeman, Montana	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	North Dakota State University-Main Campus external site Fargo, North Dakota	0 graduated with Less than one year certificate
Artificial Intelligence	Purdue University-Main Campus external site West Lafayette, Indiana	0 graduated with Bachelor’s degree
Artificial Intelligence	Saint Cloud State University external site Saint Cloud, Minnesota	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Seminole State College of Florida external site Sanford, Florida	0 graduated with Less than one year certificate
Artificial Intelligence	Sinclair Community College external site Dayton, Ohio	0 graduated with Less than one year certificate
Artificial Intelligence	Stony Brook University external site Stony Brook, New York	0 graduated with Master’s degree
Artificial Intelligence	Syracuse University external site Syracuse, New York	0 graduated with Master’s degree
Artificial Intelligence	The University of Tennessee-Knoxville external site Knoxville, Tennessee	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	Umpqua Community College external site Roseburg, Oregon	0 graduated with Less than one year certificate
Artificial Intelligence	University of Houston-Downtown external site Houston, Texas	0 graduated with Master’s degree
Artificial Intelligence	University of Louisville external site Louisville, Kentucky	0 graduated with Postbaccalaureate certificate
Artificial Intelligence	University of West Florida external site Pensacola, Florida	0 graduated with Doctor’s degree – research/scholarship
Artificial Intelligence	Wayne State University external site Detroit, Michigan	0 graduated with Master’s degree
Artificial Intelligence	Western New England University external site Springfield, Massachusetts	0 graduated with Postbaccalaureate certificate
Cloud Computing	Bunker Hill Community College external site Boston, Massachusetts	0 graduated with Less than one year certificate
Cloud Computing	Chandler-Gilbert Community College external site Chandler, Arizona	0 graduated with Less than 12 weeks certificate
Cloud Computing	Coconino Community College external site Flagstaff, Arizona	0 graduated with Less than one year certificate
Cloud Computing	College of Western Idaho external site Nampa, Idaho	0 graduated with Less than one year certificate
Cloud Computing	Estrella Mountain Community College external site Avondale, Arizona	0 graduated with Less than 12 weeks certificate
Cloud Computing	Fletcher Technical Community College external site Schriever, Louisiana	0 graduated with Less than one year certificate
Cloud Computing	Frederick Community College external site Frederick, Maryland	0 graduated with Less than one year certificate
Cloud Computing	GateWay Community College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Cloud Computing	Grambling State University external site Grambling, Louisiana	0 graduated with Bachelor’s degree
Cloud Computing	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Cloud Computing	Louisiana State University and Agricultural & Mechanical College external site Baton Rouge, Louisiana	0 graduated with Post-master’s certificate
Cloud Computing	Marymount University external site Arlington, Virginia	0 graduated with Bachelor’s degree
Cloud Computing	Meridian Technology Center external site Stillwater, Oklahoma	0 graduated with Less than one year certificate
Cloud Computing	Miller-Motte College-Chattanooga external site Chattanooga, Tennessee	0 graduated with Bachelor’s degree
Cloud Computing	Montgomery County Community College external site Blue Bell, Pennsylvania	0 graduated with Associate’s degree
Cloud Computing	Morgan State University external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Cloud Computing	Nunez Community College external site Chalmette, Louisiana	0 graduated with One but less than two years certificate
Cloud Computing	Paradise Valley Community College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate
Cloud Computing	Phoenix College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Cloud Computing	Prince George's Community College external site Largo, Maryland	0 graduated with Less than one year certificate
Cloud Computing	Rio Salado College external site Tempe, Arizona	0 graduated with Less than 12 weeks certificate
Cloud Computing	Scottsdale Community College external site Scottsdale, Arizona	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Cloud Computing	South Louisiana Community College external site Lafayette, Louisiana	0 graduated with Less than one year certificate
Cloud Computing	South Mountain Community College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate
Computer Engineering, General	Christian Brothers University external site Memphis, Tennessee	0 graduated with Bachelor’s degree
Computer Engineering, General	Colorado Technical University-Colorado Springs external site Colorado Springs, Colorado	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Engineering, General	CUNY Graduate School and University Center external site New York, New York	0 graduated with Bachelor’s degree
Computer Engineering, General	Dordt University external site Sioux Center, Iowa	0 graduated with Bachelor’s degree
Computer Engineering, General	Elon University external site Elon, North Carolina	0 graduated with Bachelor’s degree
Computer Engineering, General	Fairfield University external site Fairfield, Connecticut	0 graduated with Bachelor’s degree
Computer Engineering, General	Grand Canyon University external site Phoenix, Arizona	0 graduated with Bachelor’s degree
Computer Engineering, General	Hampton University external site Hampton, Virginia	0 graduated with Bachelor’s degree
Computer Engineering, General	Henderson State University external site Arkadelphia, Arkansas	0 graduated with Bachelor’s degree
Computer Engineering, General	Henry Ford College external site Dearborn, Michigan	0 graduated with Associate’s degree
Computer Engineering, General	Johnson & Wales University-Providence external site Providence, Rhode Island	0 graduated with Bachelor’s degree
Computer Engineering, General	Johnson C Smith University external site Charlotte, North Carolina	0 graduated with Bachelor’s degree
Computer Engineering, General	Loyola Marymount University external site Los Angeles, California	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Engineering, General	Mount Vernon Nazarene University external site Mount Vernon, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Northwest State Community College external site Archbold, Ohio	0 graduated with Associate’s degree
Computer Engineering, General	Nova Southeastern University external site Fort Lauderdale, Florida	0 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Computer Engineering, General	Regent University external site Virginia Beach, Virginia	0 graduated with Bachelor’s degree
Computer Engineering, General	Saint Elizabeth University external site Morristown, New Jersey	0 graduated with Bachelor’s degree
Computer Engineering, General	Saint Francis University external site Loretto, Pennsylvania	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Engineering, General	Saint Mary's University of Minnesota external site Winona, Minnesota	0 graduated with Bachelor’s degree
Computer Engineering, General	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 0 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Engineering, General	Stonehill College external site Easton, Massachusetts	0 graduated with Bachelor’s degree
Computer Engineering, General	Texas A & M University-Kingsville external site Kingsville, Texas	0 graduated with Bachelor’s degree
Computer Engineering, General	The University of Texas at Tyler external site Tyler, Texas	0 graduated with Bachelor’s degree
Computer Engineering, General	Truckee Meadows Community College external site Reno, Nevada	0 graduated with Less than one year certificate
Computer Engineering, General	University at Albany external site Albany, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	University of Central Arkansas external site Conway, Arkansas	0 graduated with Bachelor’s degree
Computer Engineering, General	University of Mary external site Bismarck, North Dakota	0 graduated with Bachelor’s degree
Computer Engineering, General	University of the District of Columbia external site Washington, District of Columbia	0 graduated with Doctor’s degree – research/scholarship
Computer Engineering, General	Utah Tech University external site Saint George, Utah	0 graduated with Bachelor’s degree
Computer Engineering, General	Vaughn College of Aeronautics and Technology external site Flushing, New York	0 graduated with Bachelor’s degree
Computer Engineering, General	Vista Adult School external site Vista, California	0 graduated with Less than 12 weeks certificate
Computer Engineering, General	Widener University external site Chester, Pennsylvania	0 graduated with Master’s degree
Computer Engineering, General	Wilberforce University external site Wilberforce, Ohio	0 graduated with Bachelor’s degree
Computer Game Programming	Atlantic Cape Community College external site Mays Landing, New Jersey	0 graduated with Associate’s degree
Computer Game Programming	Bristol Community College external site Fall River, Massachusetts	0 graduated with Associate’s degree
Computer Game Programming	DePaul University external site Chicago, Illinois	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Game Programming	Eastern Michigan University external site Ypsilanti, Michigan	0 graduated with Bachelor’s degree
Computer Game Programming	Fitchburg State University external site Fitchburg, Massachusetts	0 graduated with Bachelor’s degree
Computer Game Programming	Frederick Community College external site Frederick, Maryland	0 graduated with Less than one year certificate
Computer Game Programming	Northern Arizona University external site Flagstaff, Arizona	0 graduated with Bachelor’s degree
Computer Game Programming	Saint Cloud State University external site Saint Cloud, Minnesota	0 graduated with Less than one year certificate
Computer Game Programming	Schreiner University external site Kerrville, Texas	0 graduated with Bachelor’s degree
Computer Game Programming	SUNY Morrisville external site Morrisville, New York	0 graduated with Bachelor’s degree
Computer Programming, Specific Applications	American Public University System external site Charles Town, West Virginia	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Computer Programming, Specific Applications	Arkansas State University Mid-South external site West Memphis, Arkansas	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Bucks County Community College external site Newtown, Pennsylvania	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Butler Community College external site El Dorado, Kansas	0 graduated with Associate’s degree
Computer Programming, Specific Applications	California Institute of Arts & Technology external site San Diego, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Cecil College external site North East, Maryland	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Central Arizona College external site Coolidge, Arizona	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Chaffey College external site Rancho Cucamonga, California	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Clackamas Community College external site Oregon City, Oregon	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Columbus Technical College external site Columbus, Georgia	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Connecticut State Community College external site Hartford, Connecticut	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	CUNY Brooklyn College external site Brooklyn, New York	0 graduated with Postbaccalaureate certificate
Computer Programming, Specific Applications	Estrella Mountain Community College external site Avondale, Arizona	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Frederick Community College external site Frederick, Maryland	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	GateWay Community College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Hagerstown Community College external site Hagerstown, Maryland	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Herkimer County Community College external site Herkimer, New York	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Hodges University external site Fort Myers, Florida	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Kent State University at Ashtabula external site Ashtabula, Ohio	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Kent State University at Trumbull external site Warren, Ohio	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Kent State University at Tuscarawas external site New Philadelphia, Ohio	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Lorain County Community College external site Elyria, Ohio	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Macomb Community College external site Warren, Michigan	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Marion Technical College external site Marion, Ohio	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Postbaccalaureate certificate
Computer Programming, Specific Applications	Montgomery College external site Rockville, Maryland	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Muskegon Community College external site Muskegon, Michigan	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Nashua Community College external site Nashua, New Hampshire	0 graduated with Associate’s degree
Computer Programming, Specific Applications	New Mexico State University-Grants external site Grants, New Mexico	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Norco College external site Norco, California	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	North Central Michigan College external site Petoskey, Michigan	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	North Hennepin Community College external site Brooklyn Park, Minnesota	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	Northcentral Technical College external site Wausau, Wisconsin	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Northern Essex Community College external site Haverhill, Massachusetts	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Northland Pioneer College external site Holbrook, Arizona	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Paradise Valley Community College external site Phoenix, Arizona	0 graduated with Less than 12 weeks certificate 0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming, Specific Applications	Pontifical Catholic University of Puerto Rico-Mayaguez external site Mayaguez, Puerto Rico	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Pontifical Catholic University of Puerto Rico-Ponce external site Ponce, Puerto Rico	0 graduated with Associate’s degree
Computer Programming, Specific Applications	Quinsigamond Community College external site Worcester, Massachusetts	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	San Antonio College external site San Antonio, Texas	0 graduated with Less than 12 weeks certificate
Computer Programming, Specific Applications	Sandhills Community College external site Pinehurst, North Carolina	0 graduated with Associate’s degree
Computer Programming, Specific Applications	South Florida State College external site Avon Park, Florida	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	Southwest Tennessee Community College external site Memphis, Tennessee	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	St Charles Community College external site Cottleville, Missouri	0 graduated with One but less than two years certificate
Computer Programming, Specific Applications	SUNY Morrisville external site Morrisville, New York	0 graduated with Bachelor’s degree
Computer Programming, Specific Applications	Texas A & M University-Kingsville external site Kingsville, Texas	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	The University of Texas Permian Basin external site Odessa, Texas	0 graduated with Less than one year certificate
Computer Programming, Specific Applications	University of Washington-Bothell Campus external site Bothell, Washington	0 graduated with Bachelor’s degree
Computer Programming, Specific Platforms	ABCO Technology external site Inglewood, California	0 graduated with One but less than two years certificate
Computer Programming, Specific Platforms	American National University-Pikeville external site Pikeville, Kentucky	0 graduated with Master’s degree
Computer Programming, Specific Platforms	Lawrence Technological University external site Southfield, Michigan	0 graduated with Postbaccalaureate certificate
Computer Programming, Specific Platforms	Madison Area Technical College external site Madison, Wisconsin	0 graduated with Less than one year certificate
Computer Programming, Specific Platforms	Modesto Junior College external site Modesto, California	0 graduated with Less than one year certificate
Computer Programming, Specific Platforms	Orange County Community College external site Middletown, New York	0 graduated with One but less than two years certificate
Computer Programming, Specific Platforms	Temple University external site Philadelphia, Pennsylvania	0 graduated with Less than one year certificate
Computer Programming, Specific Platforms	University of Saint Katherine external site San Marcos, California	0 graduated with Bachelor’s degree
Computer Programming, Vendor/Product Certification	Cecil College external site North East, Maryland	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Cochise County Community College District external site Sierra Vista, Arizona	0 graduated with Less than 12 weeks certificate
Computer Programming, Vendor/Product Certification	College of Western Idaho external site Nampa, Idaho	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	County College of Morris external site Randolph, New Jersey	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Estrella Mountain Community College external site Avondale, Arizona	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	GateWay Community College external site Phoenix, Arizona	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Highline College external site Des Moines, Washington	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	Indian River State College external site Fort Pierce, Florida	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Marion Technical College external site Ocala, Florida	0 graduated with One but less than two years certificate
Computer Programming, Vendor/Product Certification	North Seattle College external site Seattle, Washington	0 graduated with Bachelor’s degree
Computer Programming, Vendor/Product Certification	Northcentral Technical College external site Wausau, Wisconsin	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Oakton College external site Des Plaines, Illinois	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Richland Community College external site Decatur, Illinois	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	State College of Florida-Manatee-Sarasota external site Bradenton, Florida	0 graduated with Less than one year certificate
Computer Programming, Vendor/Product Certification	Yavapai College external site Prescott, Arizona	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	American Educational College external site Bayamon, Puerto Rico	0 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Anderson University external site Anderson, South Carolina	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Anoka Technical College external site Anoka, Minnesota	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Anoka-Ramsey Community College external site Coon Rapids, Minnesota	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Arkansas State University Mid-South external site West Memphis, Arkansas	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Arkansas State University Three Rivers external site Malvern, Arkansas	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Bakersfield College external site Bakersfield, California	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Blue Mountain Christian University external site Blue Mountain, Mississippi	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Bristol Community College external site Fall River, Massachusetts	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Bunker Hill Community College external site Boston, Massachusetts	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	California State University-San Bernardino external site San Bernardino, California	0 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	Cape Cod Community College external site West Barnstable, Massachusetts	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Caribbean University-Vega Baja external site Vega Baja, Puerto Rico	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Catawba Valley Community College external site Hickory, North Carolina	0 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Kennedy-King College external site Chicago, Illinois	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	City Colleges of Chicago-Olive-Harvey College external site Chicago, Illinois	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Coastal Carolina Community College external site Jacksonville, North Carolina	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Coastal Pines Technical College external site Waycross, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Columbus Technical College external site Columbus, Georgia	0 graduated with Less than one year certificate 0 graduated with Associate’s degree 0 graduated with Two but less than 4 years certificate
Computer Programming/Programmer, General	Contra Costa College external site San Pablo, California	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Cuesta College external site San Luis Obispo, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Danville Area Community College external site Danville, Illinois	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Davenport University external site Grand Rapids, Michigan	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Dodge City Community College external site Dodge City, Kansas	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Dutchess Community College external site Poughkeepsie, New York	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Eastern Arizona College external site Thatcher, Arizona	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Estrella Mountain Community College external site Avondale, Arizona	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Fairleigh Dickinson University-Florham Campus external site Madison, New Jersey	0 graduated with Post-master’s certificate
Computer Programming/Programmer, General	Forsyth Technical Community College external site Winston-Salem, North Carolina	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Georgia Northwestern Technical College external site Rome, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Glendale Community College external site Glendale, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Greater Altoona Career & Technology Center external site Altoona, Pennsylvania	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Guilford Technical Community College external site Jamestown, North Carolina	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Herzing University-Kenosha external site Kenosha, Wisconsin	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Hodges University external site Fort Myers, Florida	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Houston Community College external site Houston, Texas	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Indiana Institute of Technology external site Fort Wayne, Indiana	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Indiana Institute of Technology-College of Professional Studies external site Fort Wayne, Indiana	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Irvine Valley College external site Irvine, California	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Kiamichi Technology Center-McAlester external site McAlester, Oklahoma	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Lake-Sumter State College external site Leesburg, Florida	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Las Positas College external site Livermore, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Le Moyne College external site Syracuse, New York	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Lee College external site Baytown, Texas	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Lincoln Land Community College external site Springfield, Illinois	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Luna Community College external site Las Vegas, New Mexico	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Madison Area Technical College external site Madison, Wisconsin	0 graduated with Associate’s degree
Computer Programming/Programmer, General	MediaTech Institute-Dallas external site Dallas, Texas	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	MidAmerica Nazarene University external site Olathe, Kansas	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Minnesota West Community and Technical College external site Granite Falls, Minnesota	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Minot State University external site Minot, North Dakota	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Mississippi College external site Clinton, Mississippi	0 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	Monroe Community College external site Rochester, New York	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Neosho County Community College external site Chanute, Kansas	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	New Mexico State University-Alamogordo external site Alamogordo, New Mexico	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Nicolet Area Technical College external site Rhinelander, Wisconsin	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	North Arkansas College external site Harrison, Arkansas	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	North Dakota State College of Science external site Wahpeton, North Dakota	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	North Georgia Technical College external site Clarkesville, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Northern Essex Community College external site Haverhill, Massachusetts	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Northern Wyoming Community College District external site Sheridan, Wyoming	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Northwest Technology Center-Alva external site Alva, Oklahoma	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Northwest Vista College external site San Antonio, Texas	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Nunez Community College external site Chalmette, Louisiana	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Oconee Fall Line Technical College external site Sandersville, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Ogeechee Technical College external site Statesboro, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Oklahoma State University-Oklahoma City external site Oklahoma City, Oklahoma	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Palo Alto College external site San Antonio, Texas	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Peninsula College external site Port Angeles, Washington	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Pine Technical & Community College external site Pine City, Minnesota	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Raritan Valley Community College external site Branchburg, New Jersey	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Rend Lake College external site Ina, Illinois	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Rochester University external site Rochester Hills, Michigan	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Rockland Community College external site Suffern, New York	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Saint Louis Community College external site Bridgeton, Missouri	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	San Diego City College external site San Diego, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Sandhills Community College external site Pinehurst, North Carolina	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Santa Ana College external site Santa Ana, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Santa Barbara City College external site Santa Barbara, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Siena College external site Loudonville, New York	0 graduated with Bachelor’s degree
Computer Programming/Programmer, General	Skagit Valley College external site Mount Vernon, Washington	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	South College external site Knoxville, Tennessee	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	South Mountain Community College external site Phoenix, Arizona	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	South Suburban College external site South Holland, Illinois	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Southeast Arkansas College external site Pine Bluff, Arkansas	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Southern Adventist University external site Collegedale, Tennessee	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree 0 graduated with Bachelor’s degree 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Programming/Programmer, General	Southern Regional Technical College external site Thomasville, Georgia	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Southwest College for the Deaf external site Big Spring, Texas	0 graduated with Associate’s degree
Computer Programming/Programmer, General	SUNY Westchester Community College external site Valhalla, New York	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Tarrant County College District external site Fort Worth, Texas	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	Temple College external site Temple, Texas	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Tougaloo College external site Tougaloo, Mississippi	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Touro University external site New York, New York	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Unitech Training Academy-Lafayette external site Lafayette, Louisiana	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Universidad Ana G. Mendez-Cupey Campus external site San Juan, Puerto Rico	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	University of Louisiana at Monroe external site Monroe, Louisiana	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	University of Maine at Augusta external site Augusta, Maine	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	University of Maryland-College Park external site College Park, Maryland	0 graduated with Master’s degree
Computer Programming/Programmer, General	Wake Technical Community College external site Raleigh, North Carolina	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	Waubonsee Community College external site Sugar Grove, Illinois	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Computer Programming/Programmer, General	West Shore Community College external site Scottville, Michigan	0 graduated with One but less than two years certificate
Computer Programming/Programmer, General	West Valley College external site Saratoga, California	0 graduated with Associate’s degree
Computer Programming/Programmer, General	Western Wyoming Community College external site Rock Springs, Wyoming	0 graduated with Associate’s degree
Computer Programming/Programmer, General	William Jessup University external site Rocklin, California	0 graduated with Less than one year certificate
Computer Programming/Programmer, General	Winston-Salem State University external site Winston-Salem, North Carolina	0 graduated with Postbaccalaureate certificate
Computer Programming/Programmer, General	Yakima Valley College external site Yakima, Washington	0 graduated with Less than one year certificate
Computer Science	Alvin Community College external site Alvin, Texas	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Computer Science	American National University-Pikeville external site Pikeville, Kentucky	0 graduated with Master’s degree
Computer Science	Bellingham Technical College external site Bellingham, Washington	0 graduated with Associate’s degree
Computer Science	BridgeValley Community & Technical College external site South Charleston, West Virginia	0 graduated with Associate’s degree
Computer Science	Bristol Community College external site Fall River, Massachusetts	0 graduated with Associate’s degree
Computer Science	Calvary University external site Kansas City, Missouri	0 graduated with Bachelor’s degree
Computer Science	Centenary University external site Hackettstown, New Jersey	0 graduated with Bachelor’s degree
Computer Science	Central Wyoming College external site Riverton, Wyoming	0 graduated with Associate’s degree
Computer Science	Cerro Coso Community College external site Ridgecrest, California	0 graduated with Associate’s degree
Computer Science	Chabot College external site Hayward, California	0 graduated with Associate’s degree
Computer Science	Chaminade University of Honolulu external site Honolulu, Hawaii	0 graduated with Bachelor’s degree
Computer Science	Clemson University external site Clemson, South Carolina	0 graduated with Master’s degree
Computer Science	College of Marin external site Kentfield, California	0 graduated with Associate’s degree
Computer Science	Colorado Christian University external site Lakewood, Colorado	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Computer Science	Columbia Gorge Community College external site The Dalles, Oregon	0 graduated with Associate’s degree
Computer Science	Community College of Vermont external site Montpelier, Vermont	0 graduated with Less than one year certificate
Computer Science	Compton College external site Compton, California	0 graduated with Associate’s degree
Computer Science	Converse University external site Spartanburg, South Carolina	0 graduated with Bachelor’s degree
Computer Science	Cuesta College external site San Luis Obispo, California	0 graduated with Associate’s degree
Computer Science	Culver-Stockton College external site Canton, Missouri	0 graduated with Bachelor’s degree
Computer Science	CUNY Bernard M Baruch College external site New York, New York	0 graduated with Bachelor’s degree
Computer Science	CUNY John Jay College of Criminal Justice external site New York, New York	0 graduated with Bachelor’s degree
Computer Science	Davis & Elkins College external site Elkins, West Virginia	0 graduated with Bachelor’s degree
Computer Science	Edgewood College external site Madison, Wisconsin	0 graduated with Bachelor’s degree
Computer Science	Elmhurst University external site Elmhurst, Illinois	0 graduated with Bachelor’s degree
Computer Science	Emmanuel College external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Computer Science	Emmaus Bible College external site Dubuque, Iowa	0 graduated with Bachelor’s degree
Computer Science	Fairfax University of America external site Fairfax, Virginia	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Science	Faulkner University external site Montgomery, Alabama	0 graduated with Bachelor’s degree
Computer Science	Francis Tuttle Technology Center external site Oklahoma City, Oklahoma	0 graduated with One but less than two years certificate
Computer Science	Fullerton College external site Fullerton, California	0 graduated with Associate’s degree
Computer Science	Grace College and Theological Seminary external site Winona Lake, Indiana	0 graduated with Bachelor’s degree
Computer Science	Hampden-Sydney College external site Hampden-Sydney, Virginia	0 graduated with Bachelor’s degree
Computer Science	Hampshire College external site Amherst, Massachusetts	0 graduated with Bachelor’s degree
Computer Science	Huston-Tillotson University external site Austin, Texas	0 graduated with Bachelor’s degree
Computer Science	Independence Community College external site Independence, Kansas	0 graduated with Associate’s degree
Computer Science	Indiana University-Northwest external site Gary, Indiana	0 graduated with Postbaccalaureate certificate
Computer Science	Infinity College external site Lafayette, Louisiana	0 graduated with Associate’s degree
Computer Science	Kent State University at Stark external site North Canton, Ohio	0 graduated with Bachelor’s degree
Computer Science	Lincoln Memorial University external site Harrogate, Tennessee	0 graduated with Bachelor’s degree
Computer Science	Los Angeles Harbor College external site Wilmington, California	0 graduated with Less than one year certificate
Computer Science	Los Angeles Southwest College external site Los Angeles, California	0 graduated with Associate’s degree
Computer Science	Louisiana State University-Alexandria external site Alexandria, Louisiana	0 graduated with Bachelor’s degree
Computer Science	Macomb Community College external site Warren, Michigan	0 graduated with Associate’s degree
Computer Science	Manchester University external site North Manchester, Indiana	0 graduated with Bachelor’s degree
Computer Science	Manor College external site Jenkintown, Pennsylvania	0 graduated with Associate’s degree
Computer Science	Marian University external site Indianapolis, Indiana	0 graduated with Bachelor’s degree
Computer Science	MidAmerica Nazarene University external site Olathe, Kansas	0 graduated with Bachelor’s degree
Computer Science	Midway University external site Midway, Kentucky	0 graduated with Bachelor’s degree
Computer Science	Minnesota West Community and Technical College external site Granite Falls, Minnesota	0 graduated with Associate’s degree
Computer Science	National Park College external site Hot Springs, Arkansas	0 graduated with Less than one year certificate
Computer Science	Navajo Technical University external site Crownpoint, New Mexico	0 graduated with One but less than two years certificate
Computer Science	New York Institute of Technology external site Old Westbury, New York	0 graduated with Doctor’s degree – research/scholarship
Computer Science	Northwest Vista College external site San Antonio, Texas	0 graduated with Associate’s degree
Computer Science	Notre Dame de Namur University external site Belmont, California	0 graduated with Bachelor’s degree
Computer Science	Nueta Hidatsa Sahnish College external site New Town, North Dakota	0 graduated with Associate’s degree
Computer Science	Ohio University-Chillicothe Campus external site Chillicothe, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Eastern Campus external site Saint Clairsville, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Lancaster Campus external site Lancaster, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Southern Campus external site Ironton, Ohio	0 graduated with Bachelor’s degree
Computer Science	Ohio University-Zanesville Campus external site Zanesville, Ohio	0 graduated with Bachelor’s degree
Computer Science	Oklahoma Baptist University external site Shawnee, Oklahoma	0 graduated with Bachelor’s degree
Computer Science	Orange Coast College external site Costa Mesa, California	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Owens Community College external site Perrysburg, Ohio	0 graduated with Associate’s degree
Computer Science	Palo Alto College external site San Antonio, Texas	0 graduated with Associate’s degree
Computer Science	Pine Technical & Community College external site Pine City, Minnesota	0 graduated with Associate’s degree
Computer Science	Pittsburg State University external site Pittsburg, Kansas	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Illinois external site Rockford, Illinois	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Kansas external site Topeka, Kansas	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Minnesota external site St. Cloud, Minnesota	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-North Dakota external site Fargo, North Dakota	0 graduated with Bachelor’s degree
Computer Science	Rasmussen University-Wisconsin external site Green Bay, Wisconsin	0 graduated with Bachelor’s degree
Computer Science	Roxbury Community College external site Roxbury Crossing, Massachusetts	0 graduated with Associate’s degree
Computer Science	Sacramento City College external site Sacramento, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Saint Elizabeth University external site Morristown, New Jersey	0 graduated with Bachelor’s degree
Computer Science	Salem Community College external site Carneys Point, New Jersey	0 graduated with Associate’s degree
Computer Science	Sinte Gleska University external site Mission, South Dakota	0 graduated with Bachelor’s degree
Computer Science	South Plains College external site Levelland, Texas	0 graduated with Associate’s degree
Computer Science	Southern California Institute of Technology external site Anaheim, California	0 graduated with Bachelor’s degree
Computer Science	Southwestern Oklahoma State University external site Weatherford, Oklahoma	0 graduated with Associate’s degree
Computer Science	Spring Hill College external site Mobile, Alabama	0 graduated with Bachelor’s degree
Computer Science	St Philip's College external site San Antonio, Texas	0 graduated with Associate’s degree
Computer Science	Talladega College external site Talladega, Alabama	0 graduated with Bachelor’s degree
Computer Science	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Computer Science	Treasure Valley Community College external site Ontario, Oregon	0 graduated with Associate’s degree
Computer Science	University of Arkansas Community College Rich Mountain external site Mena, Arkansas	0 graduated with Associate’s degree
Computer Science	University of Louisville external site Louisville, Kentucky	0 graduated with Bachelor’s degree
Computer Science	University of New Mexico-Main Campus external site Albuquerque, New Mexico	0 graduated with Post-master’s certificate
Computer Science	University of Northern Colorado external site Greeley, Colorado	0 graduated with Bachelor’s degree
Computer Science	University of Saint Katherine external site San Marcos, California	0 graduated with Bachelor’s degree
Computer Science	Utah State University external site Logan, Utah	0 graduated with One but less than two years certificate 0 graduated with Master’s degree
Computer Science	Vaughn College of Aeronautics and Technology external site Flushing, New York	0 graduated with Bachelor’s degree
Computer Science	Victor Valley College external site Victorville, California	0 graduated with Associate’s degree
Computer Science	West Valley College external site Saratoga, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Science	Wilberforce University external site Wilberforce, Ohio	0 graduated with Bachelor’s degree
Computer Software Engineering	Aurora University external site Aurora, Illinois	0 graduated with Bachelor’s degree
Computer Software Engineering	California State University-Sacramento external site Sacramento, California	0 graduated with Master’s degree
Computer Software Engineering	DeVry University-Arizona external site Phoenix, Arizona	0 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Florida external site Orlando, Florida	0 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Georgia external site Decatur, Georgia	0 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Ohio external site Columbus, Ohio	0 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Texas external site Irving, Texas	0 graduated with Bachelor’s degree
Computer Software Engineering	DeVry University-Virginia external site Arlington, Virginia	0 graduated with Bachelor’s degree
Computer Software Engineering	Ensign College external site Salt Lake City, Utah	0 graduated with Bachelor’s degree
Computer Software Engineering	Fairfax University of America external site Fairfax, Virginia	0 graduated with Master’s degree
Computer Software Engineering	Indiana University-Indianapolis external site Indianapolis, Indiana	0 graduated with Postbaccalaureate certificate
Computer Software Engineering	Liberty University external site Lynchburg, Virginia	0 graduated with Bachelor’s degree
Computer Software Engineering	Loyola Marymount University external site Los Angeles, California	0 graduated with Postbaccalaureate certificate
Computer Software Engineering	Naval Postgraduate School external site Monterey, California	0 graduated with Master’s degree
Computer Software Engineering	Northeastern University Oakland external site Oakland, California	0 graduated with Master’s degree
Computer Software Engineering	Northeastern University Professional Programs external site Boston, Massachusetts	0 graduated with Master’s degree
Computer Software Engineering	Northwestern College external site Orange City, Iowa	0 graduated with Bachelor’s degree
Computer Software Engineering	Nova Southeastern University external site Fort Lauderdale, Florida	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Software Engineering	Portland State University external site Portland, Oregon	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Software Engineering	Rasmussen University-Wisconsin external site Green Bay, Wisconsin	0 graduated with Associate’s degree
Computer Software Engineering	Rogue Community College external site Grants Pass, Oregon	0 graduated with Associate’s degree
Computer Software Engineering	Rowan University external site Glassboro, New Jersey	0 graduated with Postbaccalaureate certificate
Computer Software Engineering	Santa Clara University external site Santa Clara, California	0 graduated with Master’s degree
Computer Software Engineering	Seattle University external site Seattle, Washington	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Computer Software Engineering	Trevecca Nazarene University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Computer Software Engineering	University of Arizona external site Tucson, Arizona	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Computer Software Engineering	University of Denver external site Denver, Colorado	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Computer Software Engineering	University of Evansville external site Evansville, Indiana	0 graduated with Bachelor’s degree
Computer Software Engineering	University of South Carolina-Columbia external site Columbia, South Carolina	0 graduated with Master’s degree
Computer Software Engineering	University of Virginia's College at Wise external site Wise, Virginia	0 graduated with Bachelor’s degree
Computer Software Engineering	Vista Adult School external site Vista, California	0 graduated with Less than 12 weeks certificate
Computer Software Technology/Technician	Community College of Rhode Island external site Warwick, Rhode Island	0 graduated with Less than one year certificate
Computer Software Technology/Technician	Farmingdale State College external site Farmingdale, New York	0 graduated with Bachelor’s degree
Computer Software Technology/Technician	Frederick Community College external site Frederick, Maryland	0 graduated with One but less than two years certificate
Computer Software Technology/Technician	Kansas City Kansas Community College external site Kansas City, Kansas	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Computer Software Technology/Technician	Lorain County Community College external site Elyria, Ohio	0 graduated with Less than one year certificate
Computer Software Technology/Technician	Oakton College external site Des Plaines, Illinois	0 graduated with Less than one year certificate
Computer Software Technology/Technician	Utah State University external site Logan, Utah	0 graduated with One but less than two years certificate
Data Science, General	Angelo State University external site San Angelo, Texas	0 graduated with Less than one year certificate
Data Science, General	Arkansas State University external site Jonesboro, Arkansas	0 graduated with Less than one year certificate
Data Science, General	Augsburg University external site Minneapolis, Minnesota	0 graduated with Bachelor’s degree
Data Science, General	Baldwin Wallace University external site Berea, Ohio	0 graduated with Bachelor’s degree
Data Science, General	Beloit College external site Beloit, Wisconsin	0 graduated with Bachelor’s degree
Data Science, General	Boise State University external site Boise, Idaho	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Data Science, General	Brown University external site Providence, Rhode Island	0 graduated with Master’s degree
Data Science, General	Camden County College external site Blackwood, New Jersey	0 graduated with Associate’s degree
Data Science, General	Capitol Technology University external site Laurel, Maryland	0 graduated with Bachelor’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	Carroll Community College external site Westminster, Maryland	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Science, General	Cecil College external site North East, Maryland	0 graduated with Associate’s degree
Data Science, General	Central Washington University external site Ellensburg, Washington	0 graduated with Bachelor’s degree
Data Science, General	Chippewa Valley Technical College external site Eau Claire, Wisconsin	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Data Science, General	College of Saint Benedict external site Saint Joseph, Minnesota	0 graduated with Bachelor’s degree
Data Science, General	Community College of Baltimore County external site Baltimore, Maryland	0 graduated with Associate’s degree
Data Science, General	Coppin State University external site Baltimore, Maryland	0 graduated with Bachelor’s degree
Data Science, General	Creighton University external site Omaha, Nebraska	0 graduated with Bachelor’s degree
Data Science, General	CUNY Borough of Manhattan Community College external site New York, New York	0 graduated with Associate’s degree
Data Science, General	CUNY Hunter College external site New York, New York	0 graduated with Less than one year certificate
Data Science, General	DePaul University external site Chicago, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Dominican University external site River Forest, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Drew University external site Madison, New Jersey	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	East Stroudsburg University of Pennsylvania external site East Stroudsburg, Pennsylvania	0 graduated with Less than one year certificate
Data Science, General	Embry-Riddle Aeronautical University-Prescott external site Prescott, Arizona	0 graduated with Bachelor’s degree
Data Science, General	Fisk University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Data Science, General	Flagler College external site Saint Augustine, Florida	0 graduated with Bachelor’s degree
Data Science, General	High Point University external site High Point, North Carolina	0 graduated with Bachelor’s degree
Data Science, General	Hillsborough Community College external site Tampa, Florida	0 graduated with Associate’s degree
Data Science, General	Lander University external site Greenwood, South Carolina	0 graduated with Bachelor’s degree
Data Science, General	Lawrence Technological University external site Southfield, Michigan	0 graduated with Bachelor’s degree
Data Science, General	Lewis University external site Romeoville, Illinois	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	Lindsey Wilson College external site Columbia, Kentucky	0 graduated with Master’s degree
Data Science, General	Linfield University external site McMinnville, Oregon	0 graduated with Bachelor’s degree
Data Science, General	Lyon College external site Batesville, Arkansas	0 graduated with Bachelor’s degree
Data Science, General	Manhattanville College external site Purchase, New York	0 graduated with Bachelor’s degree
Data Science, General	Mercer University external site Macon, Georgia	0 graduated with Master’s degree
Data Science, General	Minot State University external site Minot, North Dakota	0 graduated with Less than one year certificate
Data Science, General	Mississippi State University external site Mississippi State, Mississippi	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Data Science, General	Monmouth College external site Monmouth, Illinois	0 graduated with Bachelor’s degree
Data Science, General	Moravian University external site Bethlehem, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	Mount St. Mary's University external site Emmitsburg, Maryland	0 graduated with Bachelor’s degree
Data Science, General	Neumann University external site Aston, Pennsylvania	0 graduated with Bachelor’s degree
Data Science, General	NewU University external site Washington, District of Columbia	0 graduated with Bachelor’s degree
Data Science, General	North Arkansas College external site Harrison, Arkansas	0 graduated with Associate’s degree
Data Science, General	Rhode Island College external site Providence, Rhode Island	0 graduated with Bachelor’s degree
Data Science, General	Saint Johns River State College external site Palatka, Florida	0 graduated with Associate’s degree
Data Science, General	Sam Houston State University external site Huntsville, Texas	0 graduated with Bachelor’s degree
Data Science, General	Santa Monica College external site Santa Monica, California	0 graduated with Less than one year certificate
Data Science, General	Seattle University external site Seattle, Washington	0 graduated with Master’s degree
Data Science, General	Southeastern University external site Lakeland, Florida	0 graduated with Less than one year certificate
Data Science, General	Southern Illinois University-Edwardsville external site Edwardsville, Illinois	0 graduated with Postbaccalaureate certificate
Data Science, General	Southern Utah University external site Cedar City, Utah	0 graduated with Less than one year certificate
Data Science, General	Stony Brook University external site Stony Brook, New York	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Data Science, General	Suffolk University external site Boston, Massachusetts	0 graduated with Postbaccalaureate certificate
Data Science, General	Tennessee State University external site Nashville, Tennessee	0 graduated with Master’s degree
Data Science, General	The University of Alabama external site Tuscaloosa, Alabama	0 graduated with Bachelor’s degree
Data Science, General	United States Naval Academy external site Annapolis, Maryland	0 graduated with Bachelor’s degree
Data Science, General	University of Advancing Technology external site Tempe, Arizona	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Data Science, General	University of Alabama in Huntsville external site Huntsville, Alabama	0 graduated with Postbaccalaureate certificate
Data Science, General	University of Central Arkansas external site Conway, Arkansas	0 graduated with Bachelor’s degree
Data Science, General	University of Connecticut external site Storrs, Connecticut	0 graduated with Postbaccalaureate certificate
Data Science, General	University of Health Sciences and Pharmacy in St. Louis external site Saint Louis, Missouri	0 graduated with Bachelor’s degree
Data Science, General	University of Houston-Victoria external site Victoria, Texas	0 graduated with Master’s degree
Data Science, General	University of Idaho external site Moscow, Idaho	0 graduated with Postbaccalaureate certificate
Data Science, General	University of Missouri-Columbia external site Columbia, Missouri	0 graduated with Postbaccalaureate certificate
Data Science, General	University of Missouri-Kansas City external site Kansas City, Missouri	0 graduated with Master’s degree
Data Science, General	University of Nebraska-Lincoln external site Lincoln, Nebraska	0 graduated with Bachelor’s degree
Data Science, General	University of North Carolina at Chapel Hill external site Chapel Hill, North Carolina	0 graduated with Master’s degree
Data Science, General	University of North Carolina at Charlotte external site Charlotte, North Carolina	0 graduated with Bachelor’s degree
Data Science, General	University of Rhode Island external site Kingston, Rhode Island	0 graduated with Master’s degree
Data Science, General	University of Southern Maine external site Portland, Maine	0 graduated with Less than one year certificate 0 graduated with Master’s degree
Data Science, General	University of Utah external site Salt Lake City, Utah	0 graduated with Less than one year certificate
Data Science, General	Vanguard University of Southern California external site Costa Mesa, California	0 graduated with Bachelor’s degree
Data Science, General	Washington College external site Chestertown, Maryland	0 graduated with Bachelor’s degree
Data Science, General	Waukesha County Technical College external site Pewaukee, Wisconsin	0 graduated with Associate’s degree
Data Science, General	Western Michigan University external site Kalamazoo, Michigan	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Data Science, General	Western New England University external site Springfield, Massachusetts	0 graduated with Bachelor’s degree
Data Science, General	William Paterson University of New Jersey external site Wayne, New Jersey	0 graduated with Post-master’s certificate
Data Science, General	Xavier University external site Cincinnati, Ohio	0 graduated with Bachelor’s degree
Economics and Computer Science	Illinois Institute of Technology external site Chicago, Illinois	0 graduated with Bachelor’s degree
Economics and Computer Science	Marian University external site Indianapolis, Indiana	0 graduated with Bachelor’s degree
Informatics	Allegheny College external site Meadville, Pennsylvania	0 graduated with Bachelor’s degree
Informatics	Ferris State University external site Big Rapids, Michigan	0 graduated with Less than one year certificate 0 graduated with Postbaccalaureate certificate
Informatics	Goshen College external site Goshen, Indiana	0 graduated with Bachelor’s degree
Informatics	Lewis-Clark State College external site Lewiston, Idaho	0 graduated with Bachelor’s degree
Informatics	Mercer University external site Macon, Georgia	0 graduated with Bachelor’s degree
Informatics	MidAmerica Nazarene University external site Olathe, Kansas	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate
Informatics	Muskingum University external site New Concord, Ohio	0 graduated with Bachelor’s degree
Informatics	North Carolina A & T State University external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Informatics	Northeastern University external site Boston, Massachusetts	0 graduated with Master’s degree
Informatics	Pratt Institute-Main external site Brooklyn, New York	0 graduated with Postbaccalaureate certificate
Informatics	University at Buffalo external site Buffalo, New York	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Informatics	University of Kentucky external site Lexington, Kentucky	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate
Informatics	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Informatics	University of Redlands external site Redlands, California	0 graduated with Less than one year certificate
Information Science/Studies	Alma College external site Alma, Michigan	0 graduated with Master’s degree
Information Science/Studies	American College of Education external site Indianapolis, Indiana	0 graduated with Postbaccalaureate certificate
Information Science/Studies	Anderson University external site Anderson, Indiana	0 graduated with Bachelor’s degree
Information Science/Studies	Asheville-Buncombe Technical Community College external site Asheville, North Carolina	0 graduated with Associate’s degree
Information Science/Studies	Barry University external site Miami, Florida	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Benedict College external site Columbia, South Carolina	0 graduated with Bachelor’s degree
Information Science/Studies	California State University-Los Angeles external site Los Angeles, California	0 graduated with Bachelor’s degree
Information Science/Studies	California State University-Northridge external site Northridge, California	0 graduated with Bachelor’s degree
Information Science/Studies	California State University-Stanislaus external site Turlock, California	0 graduated with Bachelor’s degree
Information Science/Studies	Capitol Technology University external site Laurel, Maryland	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	Carthage College external site Kenosha, Wisconsin	0 graduated with Bachelor’s degree
Information Science/Studies	Catawba Valley Community College external site Hickory, North Carolina	0 graduated with Associate’s degree
Information Science/Studies	Charleston Southern University external site Charleston, South Carolina	0 graduated with Bachelor’s degree
Information Science/Studies	City Colleges of Chicago-Harold Washington College external site Chicago, Illinois	0 graduated with One but less than two years certificate
Information Science/Studies	Davenport University external site Grand Rapids, Michigan	0 graduated with Bachelor’s degree
Information Science/Studies	Dordt University external site Sioux Center, Iowa	0 graduated with Bachelor’s degree
Information Science/Studies	Dyersburg State Community College external site Dyersburg, Tennessee	0 graduated with Less than one year certificate
Information Science/Studies	Elon University external site Elon, North Carolina	0 graduated with Bachelor’s degree
Information Science/Studies	Fletcher Technical Community College external site Schriever, Louisiana	0 graduated with Less than one year certificate 0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Science/Studies	Forsyth Technical Community College external site Winston-Salem, North Carolina	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Science/Studies	Fort Valley State University external site Fort Valley, Georgia	0 graduated with Bachelor’s degree
Information Science/Studies	Friends University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Information Science/Studies	Frontier Community College external site Fairfield, Illinois	0 graduated with Associate’s degree
Information Science/Studies	Gannon University external site Erie, Pennsylvania	0 graduated with Bachelor’s degree
Information Science/Studies	Golden Gate University external site San Francisco, California	0 graduated with Less than one year certificate 0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Guilford Technical Community College external site Jamestown, North Carolina	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Science/Studies	Hartwick College external site Oneonta, New York	0 graduated with Bachelor’s degree
Information Science/Studies	Indiana Institute of Technology external site Fort Wayne, Indiana	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	Instituto Tecnologico de Puerto Rico-Recinto de San Juan external site San Juan, Puerto Rico	0 graduated with Associate’s degree
Information Science/Studies	Jacksonville University external site Jacksonville, Florida	0 graduated with Bachelor’s degree
Information Science/Studies	Kent State University at Kent external site Kent, Ohio	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree 0 graduated with Post-master’s certificate
Information Science/Studies	Lane Community College external site Eugene, Oregon	0 graduated with One but less than two years certificate
Information Science/Studies	Le Moyne College external site Syracuse, New York	0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	Lehigh University external site Bethlehem, Pennsylvania	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Louisiana State University-Shreveport external site Shreveport, Louisiana	0 graduated with Master’s degree
Information Science/Studies	Loyola University Chicago external site Chicago, Illinois	0 graduated with Less than one year certificate
Information Science/Studies	Marshall University external site Huntington, West Virginia	0 graduated with Master’s degree
Information Science/Studies	Nazareth University external site Rochester, New York	0 graduated with Bachelor’s degree
Information Science/Studies	Newman University external site Wichita, Kansas	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Science/Studies	Northeastern University Professional Programs external site Boston, Massachusetts	0 graduated with Master’s degree
Information Science/Studies	Ohio Dominican University external site Columbus, Ohio	0 graduated with One but less than two years certificate
Information Science/Studies	Oklahoma Christian University external site Edmond, Oklahoma	0 graduated with Bachelor’s degree
Information Science/Studies	Olivet Nazarene University external site Bourbonnais, Illinois	0 graduated with Bachelor’s degree
Information Science/Studies	Ottawa University-Surprise external site Surprise, Arizona	0 graduated with Master’s degree
Information Science/Studies	Palo Alto College external site San Antonio, Texas	0 graduated with Associate’s degree
Information Science/Studies	Rasmussen University-Illinois external site Rockford, Illinois	0 graduated with Bachelor’s degree
Information Science/Studies	Rasmussen University-Kansas external site Topeka, Kansas	0 graduated with Bachelor’s degree
Information Science/Studies	Rasmussen University-North Dakota external site Fargo, North Dakota	0 graduated with Bachelor’s degree
Information Science/Studies	Rasmussen University-Wisconsin external site Green Bay, Wisconsin	0 graduated with Bachelor’s degree
Information Science/Studies	Reading Area Community College external site Reading, Pennsylvania	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Science/Studies	Riverside City College external site Riverside, California	0 graduated with Less than one year certificate
Information Science/Studies	Roanoke College external site Salem, Virginia	0 graduated with Bachelor’s degree
Information Science/Studies	Roanoke-Chowan Community College external site Ahoskie, North Carolina	0 graduated with Associate’s degree
Information Science/Studies	Roberts Wesleyan University external site Rochester, New York	0 graduated with Bachelor’s degree
Information Science/Studies	Roosevelt University external site Chicago, Illinois	0 graduated with Master’s degree
Information Science/Studies	Russell Sage College external site Troy, New York	0 graduated with Associate’s degree
Information Science/Studies	San Diego State University external site San Diego, California	0 graduated with Bachelor’s degree
Information Science/Studies	Shenandoah University external site Winchester, Virginia	0 graduated with One but less than two years certificate 0 graduated with Postbaccalaureate certificate
Information Science/Studies	Simmons University external site Boston, Massachusetts	0 graduated with Bachelor’s degree
Information Science/Studies	South University-Columbia external site Columbia, South Carolina	0 graduated with Bachelor’s degree
Information Science/Studies	South University-Richmond external site Glen Allen, Virginia	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	South University-Virginia Beach external site Virginia Beach, Virginia	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Southern Arkansas University Main Campus external site Magnolia, Arkansas	0 graduated with Postbaccalaureate certificate
Information Science/Studies	Southern Illinois University-Carbondale external site Carbondale, Illinois	0 graduated with Bachelor’s degree
Information Science/Studies	Southern Methodist University external site Dallas, Texas	0 graduated with Master’s degree
Information Science/Studies	Strayer University-Arkansas external site Little Rock, Arkansas	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	SUNY College at Plattsburgh external site Plattsburgh, New York	0 graduated with Master’s degree
Information Science/Studies	SUNY Corning Community College external site Corning, New York	0 graduated with Associate’s degree
Information Science/Studies	SUNY Morrisville external site Morrisville, New York	0 graduated with Associate’s degree
Information Science/Studies	Trine University external site Angola, Indiana	0 graduated with Bachelor’s degree
Information Science/Studies	Union College external site Schenectady, New York	0 graduated with Bachelor’s degree
Information Science/Studies	University of Advancing Technology external site Tempe, Arizona	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Science/Studies	University of California-Irvine external site Irvine, California	0 graduated with Bachelor’s degree
Information Science/Studies	University of Mary external site Bismarck, North Dakota	0 graduated with Bachelor’s degree
Information Science/Studies	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Bachelor’s degree 0 graduated with Postbaccalaureate certificate 0 graduated with Master’s degree
Information Science/Studies	University of Nevada-Las Vegas external site Las Vegas, Nevada	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	University of Richmond external site University of Richmond, Virginia	0 graduated with Less than one year certificate
Information Science/Studies	University of Southern Maine external site Portland, Maine	0 graduated with Postbaccalaureate certificate
Information Science/Studies	University of St Thomas external site Saint Paul, Minnesota	0 graduated with Bachelor’s degree
Information Science/Studies	University of Washington-Bothell Campus external site Bothell, Washington	0 graduated with Bachelor’s degree
Information Science/Studies	Utah State University external site Logan, Utah	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	Virginia State University external site Petersburg, Virginia	0 graduated with Less than one year certificate
Information Science/Studies	Wake Technical Community College external site Raleigh, North Carolina	0 graduated with Associate’s degree
Information Science/Studies	Walla Walla University external site College Place, Washington	0 graduated with Bachelor’s degree
Information Science/Studies	Webster University external site Saint Louis, Missouri	0 graduated with Bachelor’s degree
Information Science/Studies	West Chester University of Pennsylvania external site West Chester, Pennsylvania	0 graduated with Postbaccalaureate certificate
Information Science/Studies	West Shore Community College external site Scottville, Michigan	0 graduated with Associate’s degree
Information Science/Studies	Widener University external site Chester, Pennsylvania	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Science/Studies	William Rainey Harper College external site Palatine, Illinois	0 graduated with Associate’s degree
Information Technology	American Samoa Community College external site Pago Pago, American Samoa	0 graduated with One but less than two years certificate
Information Technology	Anderson University external site Anderson, South Carolina	0 graduated with Bachelor’s degree
Information Technology	Bakersfield College external site Bakersfield, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Bergen Community College external site Paramus, New Jersey	0 graduated with Associate’s degree
Information Technology	Berkeley City College external site Berkeley, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Bethel University external site McKenzie, Tennessee	0 graduated with Associate’s degree
Information Technology	Bluffton University external site Bluffton, Ohio	0 graduated with Bachelor’s degree
Information Technology	Cairn University-Langhorne external site Langhorne, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	California Intercontinental University external site Sioux Falls, South Dakota	0 graduated with Associate’s degree
Information Technology	California State Polytechnic University-Humboldt external site Arcata, California	0 graduated with Bachelor’s degree
Information Technology	California State University-Sacramento external site Sacramento, California	0 graduated with Postbaccalaureate certificate
Information Technology	California State University-Stanislaus external site Turlock, California	0 graduated with Bachelor’s degree
Information Technology	Carolina University external site Winston-Salem, North Carolina	0 graduated with Bachelor’s degree
Information Technology	Case Western Reserve University external site Cleveland, Ohio	0 graduated with Bachelor’s degree
Information Technology	Centralia College external site Centralia, Washington	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	City College of San Francisco external site San Francisco, California	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Harold Washington College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Harry S Truman College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Kennedy-King College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Malcolm X College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Olive-Harvey College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Richard J Daley College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	City Colleges of Chicago-Wilbur Wright College external site Chicago, Illinois	0 graduated with Associate’s degree
Information Technology	Clark Atlanta University external site Atlanta, Georgia	0 graduated with Bachelor’s degree
Information Technology	College of Southern Nevada external site Las Vegas, Nevada	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Columbia-Greene Community College external site Hudson, New York	0 graduated with Associate’s degree
Information Technology	Compton College external site Compton, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Connecticut State Community College external site Hartford, Connecticut	0 graduated with Associate’s degree
Information Technology	Cypress College external site Cypress, California	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	DeSales University external site Center Valley, Pennsylvania	0 graduated with Less than one year certificate
Information Technology	DeVry University-Ohio external site Columbus, Ohio	0 graduated with Associate’s degree
Information Technology	Dewey University-Carolina external site Carolina, Puerto Rico	0 graduated with Associate’s degree
Information Technology	Dickinson State University external site Dickinson, North Dakota	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Dominican University external site River Forest, Illinois	0 graduated with Bachelor’s degree
Information Technology	Drury University-College of Continuing Professional Studies external site Springfield, Missouri	0 graduated with Less than one year certificate
Information Technology	EDP University of Puerto Rico-Caguas external site Caguas, Puerto Rico	0 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Manati external site Manati, Puerto Rico	0 graduated with Associate’s degree
Information Technology	EDP University of Puerto Rico-Villalba external site Villalba, Puerto Rico	0 graduated with Associate’s degree
Information Technology	Fairfax University of America external site Fairfax, Virginia	0 graduated with Master’s degree
Information Technology	Finger Lakes Community College external site Canandaigua, New York	0 graduated with Associate’s degree
Information Technology	Florida Career College-West Palm Beach external site West Palm Beach, Florida	0 graduated with Associate’s degree
Information Technology	Frontier Community College external site Fairfield, Illinois	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Georgetown College external site Georgetown, Kentucky	0 graduated with Bachelor’s degree
Information Technology	Georgia Institute of Technology-Main Campus external site Atlanta, Georgia	0 graduated with Postbaccalaureate certificate
Information Technology	Great Falls College Montana State University external site Great Falls, Montana	0 graduated with Associate’s degree
Information Technology	Highline College external site Des Moines, Washington	0 graduated with Associate’s degree
Information Technology	Huntsville Bible College external site Huntsville, Alabama	0 graduated with Associate’s degree
Information Technology	Idaho State University external site Pocatello, Idaho	0 graduated with Less than one year certificate
Information Technology	Indiana Institute of Technology external site Fort Wayne, Indiana	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Indiana University-South Bend external site South Bend, Indiana	0 graduated with Master’s degree
Information Technology	Inter American University of Puerto Rico-San German external site San German, Puerto Rico	0 graduated with Bachelor’s degree
Information Technology	Kent State University at Kent external site Kent, Ohio	0 graduated with Master’s degree
Information Technology	Kishwaukee College external site Malta, Illinois	0 graduated with Associate’s degree
Information Technology	Kutztown University of Pennsylvania external site Kutztown, Pennsylvania	0 graduated with Bachelor’s degree
Information Technology	Lakeland Community College external site Kirtland, Ohio	0 graduated with Associate’s degree
Information Technology	Lakewood University external site Cleveland Heights, Ohio	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Little Big Horn College external site Crow Agency, Montana	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Madera Community College external site Madera, California	0 graduated with Less than one year certificate
Information Technology	Marian University external site Fond Du Lac, Wisconsin	0 graduated with Bachelor’s degree
Information Technology	Massachusetts College of Liberal Arts external site North Adams, Massachusetts	0 graduated with Less than one year certificate
Information Technology	McKendree University external site Lebanon, Illinois	0 graduated with Bachelor’s degree
Information Technology	McMurry University external site Abilene, Texas	0 graduated with Bachelor’s degree
Information Technology	McPherson College external site McPherson, Kansas	0 graduated with Bachelor’s degree
Information Technology	Menlo College external site Atherton, California	0 graduated with Master’s degree
Information Technology	Metropolitan College of New York external site New York, New York	0 graduated with Associate’s degree
Information Technology	Metropolitan Community College Area external site Omaha, Nebraska	0 graduated with One but less than two years certificate
Information Technology	Minnesota West Community and Technical College external site Granite Falls, Minnesota	0 graduated with Associate’s degree
Information Technology	Missouri State University-West Plains external site West Plains, Missouri	0 graduated with Less than one year certificate
Information Technology	Missouri University of Science and Technology external site Rolla, Missouri	0 graduated with Master’s degree
Information Technology	Monterey Peninsula College external site Monterey, California	0 graduated with Associate’s degree
Information Technology	Montgomery Community College external site Troy, North Carolina	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Mountain Gateway Community College external site Clifton Forge, Virginia	0 graduated with One but less than two years certificate
Information Technology	Napa Valley College external site Napa, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	National American University-Ellsworth external site Box Elder, South Dakota	0 graduated with Bachelor’s degree
Information Technology	North Central Missouri College external site Trenton, Missouri	0 graduated with Associate’s degree
Information Technology	Northeastern University external site Boston, Massachusetts	0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Northern New Mexico College external site Espanola, New Mexico	0 graduated with Bachelor’s degree
Information Technology	Northern Oklahoma College external site Tonkawa, Oklahoma	0 graduated with Associate’s degree
Information Technology	Oklahoma State University-Oklahoma City external site Oklahoma City, Oklahoma	0 graduated with Associate’s degree
Information Technology	Olivet Nazarene University external site Bourbonnais, Illinois	0 graduated with Bachelor’s degree
Information Technology	Orange Coast College external site Costa Mesa, California	0 graduated with Less than one year certificate
Information Technology	Ottawa University-Kansas City external site Overland Park, Kansas	0 graduated with Bachelor’s degree
Information Technology	Oxnard College external site Oxnard, California	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	Palm Beach State College external site Lake Worth, Florida	0 graduated with Less than one year certificate 0 graduated with Associate’s degree
Information Technology	Pamlico Community College external site Grantsboro, North Carolina	0 graduated with Less than one year certificate
Information Technology	Paradise Valley Community College external site Phoenix, Arizona	0 graduated with Associate’s degree
Information Technology	Pasadena City College external site Pasadena, California	0 graduated with Associate’s degree
Information Technology	Point University external site West Point, Georgia	0 graduated with Associate’s degree
Information Technology	Polytech Adult Education external site Woodside, Delaware	0 graduated with Less than one year certificate
Information Technology	Rensselaer at Hartford external site Hartford, Connecticut	0 graduated with Master’s degree
Information Technology	Saint Ambrose University external site Davenport, Iowa	0 graduated with Bachelor’s degree
Information Technology	Saint Edward's University external site Austin, Texas	0 graduated with Less than one year certificate
Information Technology	San Diego State University external site San Diego, California	0 graduated with Master’s degree
Information Technology	Seattle Pacific University external site Seattle, Washington	0 graduated with Master’s degree
Information Technology	Shawnee Community College external site Ullin, Illinois	0 graduated with Associate’s degree
Information Technology	Siena Heights University external site Adrian, Michigan	0 graduated with Bachelor’s degree
Information Technology	Simpson College external site Indianola, Iowa	0 graduated with Postbaccalaureate certificate
Information Technology	Southeastern College-Charleston external site North Charleston, South Carolina	0 graduated with Associate’s degree
Information Technology	Southeastern College-Columbia external site Columbia, South Carolina	0 graduated with Associate’s degree
Information Technology	Southern Utah University external site Cedar City, Utah	0 graduated with Associate’s degree
Information Technology	Southwestern Illinois College external site Belleville, Illinois	0 graduated with Associate’s degree
Information Technology	Strayer University-North Carolina external site Greensboro, North Carolina	0 graduated with Bachelor’s degree
Information Technology	SUNY Adirondack external site Queensbury, New York	0 graduated with One but less than two years certificate 0 graduated with Associate’s degree
Information Technology	SUNY College of Technology at Delhi external site Delhi, New York	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Tallahassee Community College external site Tallahassee, Florida	0 graduated with Associate’s degree
Information Technology	The Catholic University of America external site Washington, District of Columbia	0 graduated with One but less than two years certificate 0 graduated with Bachelor’s degree 0 graduated with Master’s degree
Information Technology	Tiffin University external site Tiffin, Ohio	0 graduated with Bachelor’s degree
Information Technology	Tulsa Community College external site Tulsa, Oklahoma	0 graduated with Less than one year certificate
Information Technology	Tusculum University external site Greeneville, Tennessee	0 graduated with Bachelor’s degree
Information Technology	Union Adventist University external site Lincoln, Nebraska	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	University of New Hampshire at Manchester external site Manchester, New Hampshire	0 graduated with Master’s degree
Information Technology	University of North Carolina at Greensboro external site Greensboro, North Carolina	0 graduated with Doctor’s degree – research/scholarship
Information Technology	University of Tulsa external site Tulsa, Oklahoma	0 graduated with Bachelor’s degree
Information Technology	Virginia Polytechnic Institute and State University external site Blacksburg, Virginia	0 graduated with Postbaccalaureate certificate
Information Technology	Wade College external site Dallas, Texas	0 graduated with Associate’s degree 0 graduated with Bachelor’s degree
Information Technology	Waynesville Career Center external site Waynesville, Missouri	0 graduated with One but less than two years certificate
Information Technology	West Virginia Junior College-Morgantown external site Morgantown, West Virginia	0 graduated with One but less than two years certificate
Information Technology	Westminster College external site Fulton, Missouri	0 graduated with Bachelor’s degree
Linguistics and Computer Science	University of Massachusetts-Amherst external site Amherst, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Benedictine University external site Lisle, Illinois	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Bryan College-Dayton external site Dayton, Tennessee	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Chestnut Hill College external site Philadelphia, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Dordt University external site Sioux Center, Iowa	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Duquesne University external site Pittsburgh, Pennsylvania	0 graduated with Master’s degree
Mathematics and Computer Science	Furman University external site Greenville, South Carolina	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Grace College and Theological Seminary external site Winona Lake, Indiana	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Lawrence University external site Appleton, Wisconsin	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Navarro College external site Corsicana, Texas	0 graduated with Associate’s degree
Mathematics and Computer Science	Newberry College external site Newberry, South Carolina	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Richard Bland College external site South Prince George, Virginia	0 graduated with Associate’s degree
Mathematics and Computer Science	Saint Mary's College of California external site Moraga, California	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Saint Mary's University of Minnesota external site Winona, Minnesota	0 graduated with Bachelor’s degree
Mathematics and Computer Science	San Diego State University external site San Diego, California	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	Swarthmore College external site Swarthmore, Pennsylvania	0 graduated with Bachelor’s degree
Mathematics and Computer Science	The University of Texas at Austin external site Austin, Texas	0 graduated with Bachelor’s degree
Mathematics and Computer Science	University of Central Oklahoma external site Edmond, Oklahoma	0 graduated with Master’s degree
Mathematics and Computer Science	University of Minnesota-Twin Cities external site Minneapolis, Minnesota	0 graduated with Master’s degree 0 graduated with Doctor’s degree – research/scholarship
Mathematics and Computer Science	University of St Francis external site Joliet, Illinois	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Wheaton College (Massachusetts) external site Norton, Massachusetts	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Whitman College external site Walla Walla, Washington	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Wichita State University external site Wichita, Kansas	0 graduated with Bachelor’s degree
Mathematics and Computer Science	Woodbury University external site Burbank, California	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Bryan College of Health Sciences external site Lincoln, Nebraska	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Cochise County Community College District external site Sierra Vista, Arizona	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	County College of Morris external site Randolph, New Jersey	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Gordon Cooper Technology Center external site Shawnee, Oklahoma	0 graduated with Less than one year certificate
Modeling, Virtual Environments and Simulation	Lipscomb University external site Nashville, Tennessee	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Old Dominion University external site Norfolk, Virginia	0 graduated with Postbaccalaureate certificate
Modeling, Virtual Environments and Simulation	Orange Technical College-East Campus external site Winter Park, Florida	0 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	Schreiner University external site Kerrville, Texas	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	Southern Arkansas University Tech external site Camden, Arkansas	0 graduated with One but less than two years certificate
Modeling, Virtual Environments and Simulation	University of Alabama in Huntsville external site Huntsville, Alabama	0 graduated with Doctor’s degree – research/scholarship
Modeling, Virtual Environments and Simulation	University of Maryland-College Park external site College Park, Maryland	0 graduated with Bachelor’s degree
Modeling, Virtual Environments and Simulation	University of Pennsylvania external site Philadelphia, Pennsylvania	0 graduated with Postbaccalaureate certificate

Sources: IPEDS 2023-24 directory (provisional release) external site; IPEDS 2022-23 completions (provisional release); CIP to O*NET-SOC crosswalk. “Recent Graduates” represents awards/degrees granted between July 1, 2022 and June 30, 2023.

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