Is Michigan's MADS Online Data Science Degree a Cash Cow?
~$44K–$59K, online-only via Coursera, GRE-free, 28% intl school-wide—but no F-1 and it publishes outcomes. We score UMSI's MADS: 49/100.
Is Michigan's MADS Online Data Science Degree a Cash Cow? (2026)
The University of Michigan's School of Information (UMSI) runs a Master of Applied Data Science (MADS) that is 100% online, delivered through Coursera, costs roughly $44,000–$59,000, and admits without a GRE, GPA, essays, or letters of recommendation. On paper, several of those are classic cash-cow markers — so we ran it through our Cash-Cow Index, an 8-test rubric scored entirely on public facts. The result is more interesting than the sticker price suggests.
"Cash cow" here is an evaluative label for a revenue-oriented structure, drawn from disclosed facts — not an accusation of fraud, deception, a "visa mill," or low quality. Michigan is a genuinely elite public university and the degree carries real value. Every figure is sourced and dated.
The data
| Test (max) | Finding | Source | Confidence |
|---|---|---|---|
| International (22) | UMSI is 28% international school-wide (Fall 2025) — below the >50% cash-cow threshold and no MADS-specific share is published. Because MADS is online, "international" here is not an F-1 cohort. | si.umich.edu Fast Facts | High (school) / program not published |
| Full-pay (18) | $1,161/credit (in-state) and $1,548/credit (out-of-state) × 38 cr ≈ $44,118 / $58,825 (2025–26). No assistantships — but, unusually for an online degree, MADS offers merit + need scholarships of $1,000–$10,000 and US citizens can use FAFSA. | si.umich.edu/.../tuition-and-funding | High |
| Open-door (12) | GRE not required; GPA and work experience "not considered." "Skills-based admissions": in place of essays and letters of recommendation, a programming assessment + interview. Three intakes/year, rolling after the priority deadline. A Python-proficiency gate remains. | si.umich.edu MADS FAQ | High |
| One-year (10) | 38 credits, non-thesis (capstone projects). ~12 months with advanced standing, 16 months standard, fully flexible/part-time. | si.umich.edu MADS curriculum & calendars | High |
| Middleman (12) | Built and marketed via Coursera — an online-program platform that takes a revenue share. This is the OPM marker. | online.umich.edu ; coursera.org | High |
| Factory (10) | Large, scalable online cohort: 498 enrolled (Fall 2025), 319 graduates in 2024. But taught by real faculty (82 core), not an adjunct shell; an established, named program, not a brand-new launch. | si.umich.edu Fast Facts | High |
| Visa (6) | Online-only → no F-1 visa, no I-20, no STEM-OPT. Michigan does not (and cannot) market a work-visa runway for this degree. A clean pass. | U-M online-enrollment policy | High |
| Outcomes (10) | Publishes detailed program-level employment reports (2024 & 2025): of 319 grads in 2024, ~47% reported; avg salary $107K (US) / $98K (intl). Verifiable, program-specific. | si.umich.edu 2025 MADS Employment Report | High |
The score
International 5 · Full-pay 10 · Open-door 9 · One-year 8 · Middleman 9 · Factory 6 · Visa 0 · Outcomes 2 → Total ≈ 49 / 100 — "Some markers."
The admissions side reads cash-cow-like: GRE-free, GPA-blind, no essays or recommendations, three intakes a year, a one-year non-thesis structure, and a high-five-figure sticker delivered through a Coursera revenue-share partner (Middleman: 9/12 — the single biggest driver). But three tests pull it firmly out of the "elevated" band, and they're the ones that matter most for the international audience this series is written for. It is online-only, so there is no F-1 visa, no I-20, and no STEM-OPT to dangle (Visa: 0/6) — the opposite of the on-campus, OPT-marketed model. It is only 28% international school-wide (the visa-driven demand simply isn't there). And it publishes real, program-level outcomes rather than hiding them (Outcomes: 2/10). Those three facts are exactly what separate a pricey-but-honest online credential from a revenue mill.
Mitigating context
MADS is a degree from a top public R1 with a real, named faculty and a genuine brand. Several of the things that raise its score are, read another way, features: skills-based admissions deliberately removes GRE/GPA barriers and is explicitly framed as widening access; the Coursera partnership is what makes a flexible, part-time, work-while-you-study path possible at all; and the program offers scholarships most online degrees don't. Crucially, this is not a back-door immigration product — you cannot get a US student visa or OPT for a fully online program, which strips out the single most consequential dynamic our rubric watches for. And it does the one thing too many full-pay programs won't: it publishes verifiable placement and salary data, which is the strongest evidence an applicant can ask for. A score in the "some markers" band describes the economics of a flexible online credential, not a warning.
For comparison, on the same rubric the on-campus, F-1, full-pay programs score much higher: Columbia's SPS Applied Analytics and UT Dallas's MS ITM both land in the elevated-to-strong range largely because they sell the STEM-OPT runway MADS structurally cannot. The genuinely good-deal benchmark — huge, in-house, cheap, online — is Georgia Tech's OMSCS, and MADS sits between them. We're publishing it alongside its on-campus siblings, UCLA's MS in Computer Science and UC San Diego's MS in Computer Science. Michigan is one data point in the broader pattern we mapped across cash-cow master's programs at elite universities.
Right of reply. UMSI is welcome to respond — including a MADS-specific international share, an acceptance rate, or any correction — 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. Figures change; verify current terms with the program. "Cash cow" is an evaluative label for a revenue-oriented structure, not an allegation of wrongdoing. GradPilot is independent and unaffiliated with the University of Michigan.
Sources
UMSI MADS program, FAQ, curriculum, admissions, and tuition-and-funding pages (si.umich.edu); UMSI Fast Facts, Fall 2025 (si.umich.edu/about-umsi/fast-facts); 2025 MADS Employment Report (si.umich.edu/student-experience/career-outcomes); Michigan Online MADS page (online.umich.edu); University of Michigan online-enrollment / I-20 policy. 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 UCLA's MS in Computer Science a Cash Cow?
- Is UC San Diego's MS in Computer Science a Cash Cow?
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