Risk and quantification go together at financial-services firms — quantitative risk analysts model credit, market, operational, and liquidity risk to support capital decisions, stress tests, and regulator-facing risk reporting.
A typical month moves through model refresh cycles, stress-test runs, and risk-committee preparation — running models, evaluating outputs, building scenario analyses for capital decisions, prepping briefings for senior risk leaders. You're often operating between the math of risk modeling and the business language of risk committees. Model performance, stress-test outcomes, and committee-decision support anchor the visible measures.
Where it gets demanding is regulator-driven stress-test cycles — CCAR, DFAST, and similar exercises compress modeling work into intense quarters with senior-leadership visibility. Variance across employers is sharp: at major banks risk modeling runs through deep validation and governance; at insurers, asset managers, and fintechs the work follows different regulatory frameworks.
It fits people who are quantitatively deep, regulatorily fluent, and steady under cyclical stress-test pressure. The trade-off is the regulator-attention exposure built into senior risk work. FRM, CFA, and quantitative graduate backgrounds anchor advancement.
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Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape — helpful for context, but your specific experience will depend on level, specialty, and where you work.
Roles with similar work and overlapping career paths
View all Business Operations roles →Risk and quantification go together at financial-services firms — quantitative risk analysts model credit, market, operational, and liquidity risk to support capital decisions, stress tests, and regulator-facing risk reporting.
Median pay for a Quantitative Risk Analyst is about $80K nationally, with the field ranging roughly from $46K to $152K depending on experience, employer, and metro (BLS).
Core skills for this role include Mathematics, Critical Thinking, Reading Comprehension, Complex Problem Solving, and Active Listening.
Most people in this role hold a master's degree.
Employment in this field is projected to grow about 3.1% through 2034, with roughly 127,450 people working in it today (BLS).
Closely related roles include Risk Management Director, Senior Quantitative Risk Analyst, and Quantitative Researcher.
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