Financial Quantitative Analysts
Develop quantitative financial products used to inform individuals or financial institutions engaged in saving, lending, investing, borrowing, or managing risk. Investigate methods for financial analysis to create mathematical models used to develop improved analytical tools or advanced financial investment instruments.
AI Impact Summary
Financial Quantitative Analysts faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 52% of all analyzed occupations. Of 21 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
21 tasks analyzed
Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.
Provide application or analytical support to researchers or traders on issues such as valuations or data.
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
Maintain or modify all financial analytic models in use.
Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques. | 60 | 51.0% | 10% |
| Provide application or analytical support to researchers or traders on issues such as valuations or data. | 40 | 31.0% | 8% |
| Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models. | 60 | 51.0% | 8% |
| Maintain or modify all financial analytic models in use. | 70 | 55.0% | 8% |
| Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation. | 50 | 47.0% | 8% |
Protective Factors
Total protective discount: 23.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$80,190
per year
Mean Wage
$93,890
per year
Employment
127K
workers
Wage Range
$46,420 - $151,780
10th - 90th pct
Wage Distribution
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