Business & Finance · SOC 13-2099.01
AI automates routine quant analysis, but novel model design and trading judgment remain deeply human.
A large share of tasks is exposed; the role will change a lot.
Timeline: AI coding assistants already generate backtesting scripts and summary reports; within 3-5 years, junior quant analyst tasks will be largely automated, but senior model governance and novel strategy design remain human.
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$77,020 median pay
$81,270 median pay
Business & Finance
$87,930 median pay
Business & Finance
$80,880 median pay
Industry pages show which sectors this occupation feeds and the AI companies driving the shift.
AI job-risk card
Financial Quantitative Analysts is at risk on AIFear. A large share of tasks is exposed; the role will change a lot.
AIFear.com
Our AI Fear Score for Financial Quantitative Analysts is 62/100 (At risk). A large share of tasks is exposed; the role will change a lot.
62 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Generating written summaries of financial research, Running standard valuation and pricing models, Pulling and formatting supporting data for analysts, Producing boilerplate methodology documentation. Harder to automate: Designing novel models for unprecedented market conditions, Advising traders on strategy under uncertainty, Taking accountability for model assumptions in regulatory contexts.
Lean into Machine learning for finance, AI-augmented model development, Quantitative risk communication, Regulatory and model governance, Stakeholder management. Consider roles such as Quantitative Risk Manager or Chief Data Officer (Finance) or Algorithmic Trading Strategist.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.