medium risk
Financial Quantitative Analystsvs
41 shared · 24 different
core competencies
medium risk
Securities and Commodities TradersSide-by-Side Comparison
Financial Quantitative Analysts leads 4–1| Metric | Financial Quantitative Analysts | Securities and Commodities Traders |
|---|---|---|
| Risk Score | 32.8% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 55th | 71th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | $80,190 | $78,140 |
| Employment | 127K | 472K |
Skill Comparison
|
Sorted by largest difference
Analyzing Data or Information
MathematicsAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Computers and Electronics
Processing Information
Getting Information
Thinking Creatively
Making Decisions and Solving Problems
Customer and Personal Service
Identifying Objects, Actions, and Events
Mathematical Reasoning
Sales and Marketing
Protective Factors
Higher values indicate stronger protection against AI displacement
Financial Quantitative Analysts
30%
total discount
Securities and Commodities Traders
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Financial Quantitative Analysts
7 of 15 at risk72%Prepare requirements documentation for use by software developers.
68%Produce written summary reports of financial research results.
66%Identify, track, or maintain metrics for trading system operations.
55%Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
53%Devise or apply independent models or tools to help verify results of analytical systems.
Securities and Commodities Traders
6 of 15 at risk86%Receive sales order tickets and inspect forms to determine accuracy of information.
66%Report all positions or trading results.
66%Review securities transactions to ensure conformance to regulations.
53%Buy, sell, or trade carbon emissions permits.
53%Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.
Wage Comparison
Securities and Commodities Traders earns -$2,050(-3%) vs Financial Quantitative Analysts
Financial Quantitative AnalystsSecurities and Commodities Traders
10th
$46,420$47,080
25th
$60,140$51,600
Median
$80,190$78,140
75th
$109,120$129,480
90th
$151,780$215,210
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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