Analysis
Columbia's Applied Mathematics graduates earn $91,559 in their first year—a figure that stands $30,000 above the national median and nearly $17,000 ahead of Rochester Institute of Technology, the next highest earner among New York programs with reported data. This places Columbia at the 95th percentile both nationally and statewide, suggesting the program delivers exceptional early career outcomes.
The estimated debt of $25,421, derived from comparable programs at Columbia, results in a debt-to-earnings ratio of just 0.28. While this is an estimate rather than reported data for applied mathematics specifically, it aligns with what you'd expect at a highly selective institution where 23% of students receive Pell grants and where strong financial aid policies typically keep borrowing moderate relative to the earning power graduates achieve. At these income levels, that debt load represents roughly three months of gross salary—manageable by any reasonable standard.
The 4% admission rate signals that getting in is the real hurdle here. For students who clear that bar and can manage the financial aid package Columbia offers, the combination of estimated moderate debt and exceptional early earnings—$20,000 above even strong state competitors—makes this a compelling choice. The gap between Columbia's outcomes and other New York programs is substantial enough that even accounting for estimation uncertainty, this program appears to deliver outsized value in the applied mathematics field.
Where Columbia University in the City of New York Stands
Earnings vs. debt across all applied mathematics bachelors's programs nationally
Earnings Distribution
How Columbia University in the City of New York graduates compare to all programs nationally
Compare to Similar Programs in New York
Applied Mathematics bachelors's programs at peer institutions in New York (32 total in state)
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| School | In-State Tuition | Earnings (1yr) | Earnings (4yr) | Median Debt* | Debt/Earnings |
|---|---|---|---|---|---|
| $69,045 | $91,559 | — | $25,421* | — | |
| $57,016 | $74,921 | $65,619 | $26,682* | 0.36 | |
| $10,408 | $65,604 | — | $21,286* | 0.32 | |
| $10,560 | $44,972 | $75,438 | $19,000* | 0.42 | |
| $8,576 | $44,430 | — | $18,806* | 0.42 | |
| $7,340 | $28,702 | $63,533 | —* | — | |
| National Median | — | $60,930 | — | $21,393* | 0.35 |
Career Paths
Occupations commonly associated with applied mathematics graduates
Natural Sciences Managers
Clinical Research Coordinators
Water Resource Specialists
Actuaries
Economists
Environmental Economists
Data Scientists
Business Intelligence Analysts
Clinical Data Managers
Mathematicians
Statisticians
Biostatisticians
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 Columbia University in the City of New York, approximately 23% 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.
Sample Size: Based on 22 graduates with reported earnings and 15 graduates with debt data. Small samples may not be representative.