Is UT Arlington's MS in Computer Science a Cash Cow? (2026)
Heavily international STEM CS at a public R1—but a modest ~$20K-ish sticker, no OPM, GRE required, and outcomes published. We score UTA MS CS: 52.
Is UT Arlington's MS in Computer Science a Cash Cow? The Data (2026)
The University of Texas at Arlington is a large public R1 university in the Dallas–Fort Worth metroplex, and its MS in Computer Science is one of the most international STEM programs in the state — UTA's engineering graduate cohort is cited (by a third-party aggregator) at roughly 89% international. That kind of concentration is exactly the signal that makes an applicant ask whether they're looking at a degree or a revenue line, so we ran it through our Cash-Cow Index — an 8-test rubric scored entirely on public facts.
"Cash cow" here is an evaluative label for a revenue-oriented structure, drawn from disclosed facts — not an accusation of fraud, a "visa mill," predatory conduct, or low quality. UTA is a genuine public research university and the degree carries real value. Every figure is sourced and dated.
To be clear up front: this is not UT Dallas's Jindal School or UT Austin — both separate institutions we've scored separately. UTA is its own public R1, and it scores quite differently.
The data
| Test (max) | Finding | Source | Confidence |
|---|---|---|---|
| International (22) | University-wide ~10.9% international (98 countries, Fall 2024); but the engineering/CSE graduate cohort is cited at ~89% international (third-party aggregator, not an official UTA figure). No program-specific MS CS share published. | uta.edu/about/fast-facts ; CollegeFactual-style aggregator | High (univ) / Med (dept, unverified) |
| Full-pay (18) | Non-resident graduate engineering tuition+fees ≈ $640/credit hour in verified per-credit components (Fall 2025), so a 30-credit degree runs roughly $19K–$26K plus per-term fees — a public-university sticker, not a six-figure one. Most MS students self-fund; competitive assistantships exist but aren't guaranteed. | uta.edu Student Accounts (mandatory fees) | Med-High |
| Open-door (12) | GRE required (sum verbal+quant ≥305, quant ≥160); waivers only for strong CS/ABET backgrounds at advisor discretion. Described as a "very competitive process." Not open-door. | uta.edu program page ; catalog.uta.edu | High |
| One-year (10) | 30 credit hours, non-thesis default (also a 36-credit non-thesis and a 30-credit thesis option). Coursework-only path is feasible in about a year, three terms. | uta.edu/academics/programs/computer-science-ms | High |
| Middleman (12) | No OPM — no 2U/Coursera/edX/Emeritus. Run in-house by UTA's CSE department; tuition stays inside the institution. | uta.edu CSE department | Med-High |
| Factory (10) | CSE is a large, fast-growing department (BS/MS/PhD in CS, computer engineering, software engineering, plus an MS in Data Science); UTA cites "growth in students and research expenditures in the past five years." Established, not newly launched. | uta.edu CSE department | Med |
| Visa (6) | STEM-designated (CIP 11.0101, STEM badge on the program page); UTA's Office of International Education runs the STEM-OPT 24-month extension. | uta.edu program page ; uta.edu OIE | High |
| Outcomes (10) | Does publish a salary table ("our graduates earn on average" — $79K Year 1 / $106K Year 5 / $129K Year 10), sourced to the UT System seekUT earnings platform. Verifiable, not hidden. | uta.edu program page ; seekut.utsystem.edu | Med-High |
The score
International 16 · Full-pay 9 · Open-door 4 · One-year 7 · Middleman 2 · Factory 6 · Visa 5 · Outcomes 3 → Total ≈ 52 / 100 — "Some markers."
The demand side looks cash-cow-like: a heavily international, STEM/OPT-eligible CS pipeline at a fast-growing engineering department. But four tests pull it firmly out of the elevated band. The sticker is modest — a public-university ~$20K-ish total, not a six-figure private price (Full-pay: 9/18). It runs in-house, with no online-program-manager skimming 40–60% of tuition (Middleman: 2/12). The GRE is genuinely required with a real score floor, not waived-to-the-wind (Open-door: 4/12). And it publishes verifiable outcomes through the UT System's seekUT platform rather than hiding them (Outcomes: 3/10). Those are exactly the markers that separate a demand-driven public STEM program from a revenue mill.
Mitigating context
UTA's MS CS is a long-running program at a Carnegie R1 public university with a CSE department recognized as a National Center of Academic Excellence in Cybersecurity. Because UTA runs the program itself, more of your tuition stays inside the institution than in an OPM-built degree. Unlike many programs we review, it both keeps the price low and publishes graduate earnings tied to a state-system data source — two facts that count in its favor. The high international concentration is real, but it reflects a public university that has become a magnet for STEM talent in DFW, not a structure engineered to extract full-pay tuition. For a STEM-track applicant who wants a public-university brand, OPT eligibility, and an affordable on-campus path, this can be a rational choice — provided you price the real bundled tuition and assume little-to-no funding, which our data on assistantship funding for international MS students shows is the norm. The one thing to push on: program-specific (not department-wide) international and placement data, which UTA does not currently break out.
For comparison on the same rubric: Columbia's SPS Applied Analytics scores far higher (six-figure, majority-international, no published outcomes), and even UT Dallas's MS ITM — a separate school — scores higher on price and admissions openness. Among our sibling posts publishing alongside this one, SUNY Buffalo's MS CS is a close structural cousin (another international-heavy public CS program), while Dartmouth's MEM sits at the prestige-tuition end of the spectrum. The genuinely-good-deal benchmark remains Georgia Tech's OMSCS. UTA is one data point in the broader pattern we mapped across cash-cow master's programs at elite universities.
Right of reply. UT Arlington and its CSE department are welcome to respond — including program-level international-enrollment data, an acceptance rate, or MS-CS-specific outcomes — and we will publish it in full.
This is opinion and structural analysis based on public data as of June 2026 — not financial, immigration, or admissions advice. "Cash cow" is an evaluative label for a revenue-oriented structure, not an allegation of wrongdoing. Figures change; verify current terms with the program. GradPilot is independent and not affiliated with UT Arlington.
Sources
UTA MS Computer Science program page (uta.edu/academics/programs/computer-science-ms); UTA College of Engineering CS program and CSE department pages (uta.edu); 2025–26 University Catalog, CSE graduate admissions (catalog.uta.edu); UTA Student Accounts mandatory-fees schedule, Fall 2025 (uta.edu/business-affairs/student-accounts); UTA Fast Facts and Fall 2024 enrollment release (uta.edu); UTA Office of International Education STEM-OPT pages (uta.edu/student-affairs/oie); UT System seekUT earnings (seekut.utsystem.edu); third-party enrollment aggregator (CollegeFactual). Accessed June 2026.
Related Reading
- The Cash-Cow Index: Score Your Master's Offer in 8 Tests
- Cash Cow Master's Programs at Elite Universities
- Is Georgia Tech's OMSCS a Cash Cow? (the low-score benchmark)
- Is SUNY Buffalo's MS in Computer Science a Cash Cow?
- Is Dartmouth's MEM a Cash Cow?
- TA/RA/GA Funding Reality for International MS Students
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