13-2099.01
Financial Quantitative Analysts
Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.
AI will start nibbling at this role
Safer than 38% of occupations we track
Disruption Vector
Software & AI
AI software systems—language models, automation tools, and intelligent algorithms—are the primary vector of disruption for this role.
Financial quantitative analysts are simultaneously the biggest beneficiaries and most threatened by AI: tools like Python-based ML libraries, Kensho (acquired by S&P Global), and proprietary LLM-driven alpha research tools can now generate and backtest trading strategies faster than human quants. The highest-value work—designing novel factor frameworks, managing model risk, and interpreting regime changes—remains human. By 2027, firms need fewer quants overall but pay the remaining ones more, with AI coding assistants like GitHub Copilot compressing junior quant roles.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Financial Quantitative Analysts, consider pivoting toward these lower-risk roles:
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Financial Quantitative Analysts
"Safe-ish. AI is your coworker, not your replacement. Yet."
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I just checked if I'm cooked as a Financial Quantitative Analysts 🤖 AI risk score: 4.3/10 — Moderate Risk "Safe-ish. AI is your coworker, not your replacement. Yet." Check yours 👇 https://amicooked-five.vercel.app/results/13-2099.01 #AmICooked #AI #FutureOfWork
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You're safer than a Fishing and Hunting Workers but riskier than a Hydrologists.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →