Financial Specialists, All Other
SOC Code: 13-2099
Financial Specialists, All Others apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation. This career typically requires extensive preparation (4+ years). With an AI-proof score of 81.2/100, this role has high resilience to automation. Key skills include Mathematics, Critical Thinking, Reading Comprehension.
AI-Proof Score: 81.2 — Very High
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Median Salary
$80,190
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Job Growth
3.1%
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Training Time
Extensive preparation (4+ years)
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Job Zone
Zone 5 / 5
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Training Cost
~$80,000
Key Skills
- •Mathematics
- •Critical Thinking
- •Reading Comprehension
- •Active Listening
- •Judgment and Decision Making
- •Writing
Common Tasks
- ✓Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
- ✓Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
- ✓Interpret results of financial analysis procedures.
- ✓Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
- ✓Define or recommend model specifications or data collection methods.
Training & Resources
Why AI-Proof?
- ✅Requires hands-on physical presence and dexterity
- ✅Demands human empathy, judgment, and trust
- ✅Operates in unpredictable, variable environments
- ✅Social and regulatory barriers to full automation