Analysis
Williams College's elite selectivity doesn't guarantee the earnings trajectory you might expect from a school with a 10% admission rate and 1527 average SAT. While peer programs nationally suggest first-year earnings around $60,000 with modest debt of roughly $17,000, comparable statistics programs in Massachusetts tell a strikingly different story—the state median sits at $105,000, with Harvard grads earning $141,000 and even Smith College reaching $69,000.
The suppressed data here isn't just a technical footnote; it reflects Williams' tiny statistics program and leaves you making decisions based on national estimates rather than actual outcomes from this specific liberal arts context. That $60,000 estimate may understate what Williams' selective environment and alumni network deliver, but it could also overstate outcomes if the program emphasizes theory over the quantitative skills tech employers reward. The debt-to-earnings ratio looks manageable at 0.28, but that assessment rests entirely on whether actual Williams outcomes resemble the national baseline or the Massachusetts reality.
You're essentially betting on Williams' brand and liberal arts model to close a potential $45,000 gap between the national estimate and state median. If your child is set on Williams, consider whether they can supplement the statistics major with computer science or economics coursework that signals practical quantitative skills to employers—or whether a data science track at a university with transparent outcomes would be a safer investment.
Where Williams College Stands
Earnings vs. debt across all statistics bachelors's programs nationally
Compare to Similar Programs in Massachusetts
Statistics bachelors's programs at peer institutions in Massachusetts (7 total in state)
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| School | In-State Tuition | Earnings (1yr)* | Earnings (4yr) | Median Debt* | Debt/Earnings |
|---|---|---|---|---|---|
| $64,860 | $59,718* | — | $16,875* | — | |
| $59,076 | $141,116* | — | —* | — | |
| $61,568 | $69,250* | — | —* | — | |
| 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 Williams College, approximately 17% 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 national median of 51 similar programs. Actual outcomes may vary.