Is a Data Science degree worth it?
Data Science has been one of the hottest majors of the last decade — but the entry-level market has gotten crowded and AI is changing what data scientists actually do.
The honest answer, in one paragraph
Data Science combines statistics, computer science, and domain knowledge. Top performers earn $130K+ at FAANG and quant firms; median grads do well too. But the field is more competitive than CS, and AI tools are increasingly handling basic analysis tasks that used to be entry-level work.
The one number that matters: debt-to-starting-salary ratio. The full Pathwise report calculates this for your specific school choice — across all 3 school tiers (Elite Private, Public In-State, Public Out-of-State).
The salary picture
Bachelor's-only Data Science graduates earn a median of $112,000 in their first year — among the highest of any major. But this assumes you graduate from a strong program and have demonstrable skills.
What separates the top 25% from the median? Strong programming skills, real projects, and specialization (ML, NLP, computer vision). The full Pathwise report breaks down all 5 career paths.
The deeper picture
ML engineers and quant analysts earn premiums; basic data analysts earn less. Specific peak salary numbers are inside the report.
The debt math, by school tier
The same Data Science degree can have a 3x cost spread depending on where you go. The full Pathwise report calculates avg debt, monthly payment, payoff timeline, and starting salary for all 3 school tiers.
| School Tier | 4-Year Cost | Avg. Debt | Payoff Timeline |
|---|---|---|---|
| Public In-State | $78,000 | $28,000 | ~3 years |
| Public Out-of-State | $000,000 | $00,000 | ~00 years |
| Elite Private (with aid) | $00,000 | $0,000 | ~0 years |
The out-of-state trap. Most students don't realize how dramatically out-of-state status changes the math. The full numbers are in the report.
Top 10 ranked schools
Pathwise reports include 10 schools ranked by program quality, with acceptance rates, total cost (tuition + fees + room & board), financial aid info, alumni network strength, and program reputation for each. Here's a preview of the top 5.
About these net cost numbers: they're your actual annual cost after typical financial aid — not the sticker price. Costs vary based on your family income (need-blind schools like MIT/Stanford give massive aid for families under $100K), residency status (in-state vs. out-of-state for publics), and merit awards. The full Pathwise report calculates your specific net cost based on your family's income tier.
Where the major actually leads
Pathwise reports include the 5 most common career paths from a Data Science degree, with median salary, demand level, what the job actually involves, key skills, and top employers for each. Here's a preview.
AI disruption: 6 / 10
Data Science scores 6/10 — there's an interesting irony here. While data scientists USE AI tools, AI tools are also taking over basic data wrangling, exploratory analysis, and standard ML tasks that used to be entry-level work.
Senior data science (research, novel ML, systems design) remains human. The full report breaks down which data science roles are most resistant.
Salary by city
Pathwise reports include salary multipliers for the 5 cities with the most Data Science job openings. One preview below — the rest are in the report.
Certifications that boost earnings
Pathwise reports include 3 industry certifications relevant to Data Science graduates, with cost, time to obtain, pass rate, and average salary impact for each.
3 alternative majors to consider
Every Pathwise report includes 3 alternative majors with stronger job markets, higher pay, or stronger AI resistance — so you can compare honestly before you decide. Preview:
| Alternative Major | Median Start | AI Risk | Why Consider |
|---|---|---|---|
| Computer Science | $115K | 5 / 10 | Broader software engineering path |
| Statistics | $00K | 0 / 10 | Locked in report |
| Mathematics | $00K | 0 / 10 | Locked in report |
What you get with the full report
Two minutes after purchase, the complete Data Science intelligence report is delivered to your inbox. Here's exactly what's inside vs. what you've seen on this page.
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10 ranked schools · 5 career paths with descriptions and skills · debt math by 3 school tiers · AI-safe and at-risk roles · 5 city salary multipliers · 3 industry certifications · 3 alternative majors
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