Tech and Development programs
131 programs — 53 with federal cost data, the rest suppressed for small class sizes and listed after them, led by institutions where this is the main program rather than one of many. Federal figures cover the wider program family, so a row may share its numbers with related degrees.
Data last updated
Specific program
Schools file the same degree under different federal codes — Berklee’s music production sits under “Music, Other”, Academy of Art’s under “Recording Arts”. These groups gather every code a program is actually filed under.
Field
Hide for-profit colleges(7 programs)What our data shows about for-profit collegesAcross the creative fields on this site, students at private for-profit institutions borrow 27% more than students at public ones ($29,332 against $23,033) and earn 15% less four years after completing ($38,361 against $45,110).The combined effect is severe. Median debt at a for-profit equals 70% of a graduate’s annual earnings, against 47% at a public institution. And 10% of for-profit programs leave graduates owing more than they earn in a year — against 1% of public ones. Ten times the rate.This is a pattern across 212 for-profit programs, not a handful of outliers, and it holds in every creative field we cover. It does not mean no for-profit program is worth taking: some appear high in our best-value rankings, and this filter hides those too. It means the odds are materially worse, and the burden of proof sits with the school.Figures are medians computed from the College Scorecard and IPEDS data behind every table on this site.
| Institution | Programcredential and delivery | at completion | 4 yrs after | Median federal loan debt at completion, divided by median earnings four years later. It answers a single question: how much of one year’s income do you owe on the day you finish?Below 50% is generally considered manageable. Above 100% means graduates owe more than they earn in a year, and repayment on a standard ten-year plan starts to consume a serious share of income.Debt covers federal loans only, so real ratios are often worse. Both figures are medians — half of graduates fall on the wrong side of each. |
|---|---|---|---|---|
| Brandeis UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Fully online | — | $159,137 | — |
| University of Advancing TechnologyAZ · Private for-profitRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $84,302 | — |
| Full Sail UniversityFL · Private for-profitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Human-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $22,757 | $80,909 | 28% |
| Illinois Institute of TechnologyIL · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $21,491 | $97,153 | 22% |
| Illinois Institute of TechnologyIL · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $129,201 | — |
| SUNY College at PlattsburghNY · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $18,250 | $73,383 | 25% |
| South Dakota School of Mines and TechnologySD · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $27,000 | $95,639 | 28% |
| Carnegie Mellon UniversityPA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, OtherHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $61,305 | $193,154 | 32% |
| Carnegie Mellon UniversityPA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, OtherHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $187,437 | — |
| George Washington UniversityDC · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $15,000 | $93,692 | 16% |
| Long Island UniversityNY · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $77,461 | — |
| Rochester Institute of TechnologyNY · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsInformation TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $27,000 | $100,367 | 27% |
| Saint Louis UniversityMO · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $137,327 | — |
| Saint Louis UniversityMO · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $90,660 | — |
| University of PennsylvaniaPA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $15,000 | $241,380 | 6% |
| University of PennsylvaniaPA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $82,157 | $222,544 | 37% |
| Florida Atlantic UniversityFL · PublicRequest information → | Artificial IntelligenceBachelor’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $16,988 | $89,476 | 19% |
| Florida Atlantic UniversityFL · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $89,110 | — |
| Wayne Community CollegeNC · PublicRequest information → | Artificial IntelligenceAssociate degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $55,608 | — |
| Wayne Community CollegeNC · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $42,956 | — |
| Drake UniversityIA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $19,000 | $90,639 | 21% |
| Central New Mexico Community CollegeNM · PublicRequest information → | Artificial IntelligenceAssociate degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $8,125 | $56,388 | 14% |
| Johns Hopkins UniversityMD · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $12,750 | $196,467 | 6% |
| Johns Hopkins UniversityMD · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $26,126 | $176,945 | 15% |
| University of ArizonaAZ · PublicRequest information → | Artificial IntelligenceBachelor’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $23,406 | $77,987 | 30% |
| University of ArizonaAZ · PublicRequest information → | Artificial IntelligenceMaster’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $40,150 | $133,301 | 30% |
| University of Washington-Seattle CampusWA · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyInformaticsComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $15,127 | $114,798 | 13% |
| University of Washington-Seattle CampusWA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyInformaticsComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $36,600 | $170,194 | 22% |
| University of North TexasTX · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $22,500 | $104,024 | 22% |
| DePaul UniversityIL · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyInformaticsComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $21,666 | $84,554 | 26% |
| Northeastern UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $22,583 | $163,708 | 14% |
| Montclair State UniversityNJ · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $21,500 | $79,692 | 27% |
| Northeastern UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $41,000 | $145,909 | 28% |
| University of Pittsburgh-Pittsburgh CampusPA · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $27,000 | $65,892 | 41% |
| Montclair State UniversityNJ · PublicRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $108,975 | — |
| University of Michigan-DearbornMI · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $23,384 | $90,430 | 26% |
| University of South AlabamaAL · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $26,328 | $59,602 | 44% |
| The University of Texas at San AntonioTX · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $20,892 | $106,358 | 20% |
| Missouri University of Science and TechnologyMO · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $23,338 | $107,195 | 22% |
| University of Nebraska at OmahaNE · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherInformaticsComputer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $19,250 | $83,720 | 23% |
| University of Cincinnati-Main CampusOH · PublicRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $22,400 | $100,975 | 22% |
| University of Cincinnati-Main CampusOH · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $28,722 | $121,485 | 24% |
| Indiana University-BloomingtonIN · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $19,500 | $98,539 | 20% |
| Pennsylvania State University-Main CampusPA · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralHuman-Centered Technology DesignInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $25,000 | $120,729 | 21% |
| Pennsylvania State University-Main CampusPA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralHuman-Centered Technology DesignInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $41,000 | $166,387 | 25% |
| University of Massachusetts-DartmouthMA · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $26,000 | $96,727 | 27% |
| Marquette UniversityWI · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $21,762 | $98,108 | 22% |
| Marquette UniversityWI · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $130,564 | — |
| Stevens Institute of TechnologyNJ · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $148,614 | — |
| Dakota State UniversitySD · PublicRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $20,059 | $85,696 | 23% |
| Dakota State UniversitySD · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | — | $137,285 | — |
| University of Central FloridaFL · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $20,160 | $98,526 | 20% |
| University of Central FloridaFL · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | $29,403 | $123,587 | 24% |
| DigiPen Institute of TechnologyWA · Private for-profitRequest information → | Artificial IntelligenceBachelor’s degree · On campus | Not reported | Not reported | — |
| Duke UniversityNC · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campus | Not reported | Not reported | — |
| Duke UniversityNC · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campus | Not reported | Not reported | — |
| Milwaukee School of EngineeringWI · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Hybrid | Not reported | Not reported | — |
| Oregon State UniversityOR · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campus | Not reported | Not reported | — |
| Rensselaer at HartfordCT · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Fully online | Not reported | Not reported | — |
| Saint Mary's University of MinnesotaMN · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · Not reported | Not reported | Not reported | — |
| University of Akron Main CampusOH · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campus | Not reported | Not reported | — |
| University of BridgeportCT · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campus | Not reported | Not reported | — |
| University of Colorado BoulderCO · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campus | Not reported | Not reported | — |
| University of RochesterNY · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campus | Not reported | Not reported | — |
| University of San DiegoCA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Hybrid | Not reported | Not reported | — |
| Northwestern UniversityIL · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Northwestern UniversityIL · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Advancing TechnologyAZ · Private for-profitRequest information → | Artificial IntelligenceAssociate degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Advancing TechnologyAZ · Private for-profitRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Full Sail UniversityFL · Private for-profitRequest information → | Artificial IntelligenceUndergraduate certificate · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Human-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Full Sail UniversityFL · Private for-profitRequest information → | Artificial IntelligenceAssociate degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Human-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Maryville University of Saint LouisMO · Private nonprofitRequest information → | Artificial IntelligenceUndergraduate certificate · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Human-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| San Jose State UniversityCA · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Concordia University-WisconsinWI · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Concordia University-WisconsinWI · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Oklahoma Christian UniversityOK · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Oklahoma Christian UniversityOK · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Naval Postgraduate SchoolCA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of California-Santa CruzCA · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of California-Santa CruzCA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Boston UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Boston UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Boston UniversityMA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Chandler-Gilbert Community CollegeAZ · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Chandler-Gilbert Community CollegeAZ · PublicRequest information → | Artificial IntelligenceAssociate degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Gannon UniversityPA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Estrella Mountain Community CollegeAZ · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Estrella Mountain Community CollegeAZ · PublicRequest information → | Artificial IntelligenceAssociate degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Missouri-St LouisMO · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Missouri-St LouisMO · PublicRequest information → | Artificial IntelligenceBachelor’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Missouri-St LouisMO · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| South Dakota School of Mines and TechnologySD · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of GeorgiaGA · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of GeorgiaGA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Long Island UniversityNY · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Buena Vista UniversityIA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Rochester Institute of TechnologyNY · Private nonprofitRequest information → | Artificial IntelligenceAssociate degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsInformation TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Rochester Institute of TechnologyNY · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsInformation TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Saint Louis UniversityMO · Private nonprofitRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Capitol Technology UniversityMD · Private nonprofitRequest information → | Artificial IntelligenceUndergraduate certificate · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Capitol Technology UniversityMD · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Capitol Technology UniversityMD · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Southern CaliforniaCA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Southern CaliforniaCA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Florida Atlantic UniversityFL · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of UtahUT · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of UtahUT · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Massachusetts Institute of TechnologyMA · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Massachusetts Institute of TechnologyMA · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Houston Community CollegeTX · PublicRequest information → | Artificial IntelligenceAssociate degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Yeshiva UniversityNY · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Yeshiva UniversityNY · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Central New Mexico Community CollegeNM · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of ArizonaAZ · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of North TexasTX · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| DePaul UniversityIL · Private nonprofitRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyInformaticsComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Pittsburgh-Pittsburgh CampusPA · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsComputer and Information Sciences, OtherThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Michigan-DearbornMI · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of South AlabamaAL · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of South AlabamaAL · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| The University of Texas at San AntonioTX · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| The University of Texas at San AntonioTX · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Missouri University of Science and TechnologyMO · PublicRequest information → | Artificial IntelligenceMaster’s degree · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Nebraska at OmahaNE · PublicRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherInformaticsComputer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Nebraska at OmahaNE · PublicRequest information → | Artificial IntelligenceMaster’s degree · Online or on campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, OtherInformaticsComputer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Cincinnati-Main CampusOH · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyComputer and Information Sciences, GeneralHuman-Centered Technology DesignThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Indiana University-BloomingtonIN · PublicRequest information → | Artificial IntelligenceMaster’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:InformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Pennsylvania State University-Main CampusPA · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralHuman-Centered Technology DesignInformaticsThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| University of Massachusetts-DartmouthMA · PublicRequest information → | Artificial IntelligenceMaster’s degree · Fully onlineWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Stevens Institute of TechnologyNJ · Private nonprofitRequest information → | Artificial IntelligenceBachelor’s degree · On campusWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Information TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
| Dakota State UniversitySD · PublicRequest information → | Artificial IntelligenceUndergraduate certificate · HybridWhat this figure actually coversThe federal government reports debt and earnings for a whole program family rather than one degree. At this institution that family also includes:Computer and Information Sciences, GeneralInformation TechnologyThe figures on this row describe all of them together. We cannot separate them, and we do not estimate. | Not reported | Not reported | — |
Source: College Scorecard, Field of Study (retrieved September 2026)
How we are paid: StudyCreative earns revenue when readers ask to be connected with a school. No school pays to appear in these figures, to change them, or to be left out of them. Full disclosure.
One thing these figures cannot tell you
Earnings and debt are reported by the federal government at a four-digit program level, so a figure shown against “Tech and Development” covers every related program at that institution rather than one named degree. Full methodology.