Analysis
Yale's Statistics program shows estimated first-year earnings of $55,000—about 7% below the national median for this degree—with manageable debt of roughly $17,000. These figures are derived from comparable Connecticut programs and similar elite universities, respectively, since Yale's graduate cohort was too small for the DOE to publish actual outcomes.
The debt-to-earnings ratio of 0.31 is solid, though the earnings estimate trails what statistics graduates nationally achieve ($60,000 median). This gap is puzzling given Yale's selectivity and institutional resources. Whether this reflects Connecticut's labor market, career choices unique to Yale graduates (graduate school, nonprofit work), or simply noise in a small sample is unclear. At minimum, the estimated debt burden won't be crushing—it's about three months of gross earnings, leaving room for other life goals.
The key uncertainty here is whether Yale's credential advantage materializes in ways these estimates can't capture. Elite school networks and graduate school placement matter, but if your child plans to work immediately after graduation in traditional statistics roles, this program doesn't appear to command a premium in early earnings based on peer data. Given the estimation methodology and the national performance gap, treat this as a data point requiring further investigation into actual alumni outcomes rather than a definitive verdict.
Where Yale University Stands
Earnings vs. debt across all statistics bachelors's programs nationally
Compare to Similar Programs in Connecticut
Statistics bachelors's programs at peer institutions in Connecticut (6 total in state)
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| School | In-State Tuition | Earnings (1yr)* | Earnings (4yr) | Median Debt* | Debt/Earnings |
|---|---|---|---|---|---|
| $64,700 | $55,279* | — | $16,875* | — | |
| $20,366 | $55,279* | $68,100 | $20,150* | 0.36 | |
| $17,462 | $55,279* | $68,100 | $20,150* | 0.36 | |
| $17,462 | $55,279* | $68,100 | $20,150* | 0.36 | |
| $17,472 | $55,279* | $68,100 | $20,150* | 0.36 | |
| $17,452 | $55,279* | $68,100 | $20,150* | 0.36 | |
| National Median | — | $59,718* | — | $20,150* | 0.34 |
Career Paths
Occupations commonly associated with statistics graduates
Natural Sciences Managers
Clinical Research Coordinators
Water Resource Specialists
Actuaries
Data Scientists
Business Intelligence Analysts
Clinical Data Managers
Mathematicians
Statisticians
Biostatisticians
Mathematical Science Teachers, Postsecondary
Survey Researchers
About This Data
Source: U.S. Department of Education College Scorecard (October 2025 release)
Population: Graduates who received federal financial aid (Title IV grants or loans). At Yale University, approximately 19% of students receive Pell grants. Students who did not receive federal aid are not included in these figures.
Earnings: Median earnings from IRS W-2 data for graduates who are employed and not enrolled in further education, measured 1 year after completion. Earnings are pre-tax and include wages, salaries, and self-employment income.
Debt: Median cumulative federal loan debt at graduation. Does not include private loans or Parent PLUS loans borrowed on behalf of students.
Estimated Earnings: Actual earnings data is not available for this program (typically due to privacy thresholds when fewer than 30 graduates reported earnings). The estimate shown is based on the median of 5 similar programs in CT. Actual outcomes may vary.