Task-by-Task Analysis
Here's how AI might impact each core task of a financial analyst:
Analyze financial data80% estimated exposure
Create financial models70% estimated exposure
Make investment recommendations55% estimated exposure
Present to stakeholders25% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
+15%
layoffs
2,600 workers laid off in related industries (1 AI-related)
+1%
employment
-1.2% employment change year-over-year
These signals are reviewed on a schedule and may not reflect every recent event. Use the score as a directional estimate, not a prediction.
Score Breakdown
Base Risk (O*NET Research)62%
Industry Layoffs+15%
Employment Trends (BLS)+1%
Final Score78%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI-powered analytics
Algorithmic trading
Automated reporting
Work Current Tools Handle Less Reliably
Strategic advisory
Relationship management
Complex deals
Practical Ways to Adapt
CFA certification
Data science
AI/ML for finance
Investment banking
Key Skills for This Role
Financial ModelingData AnalysisCommunication
Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Occupation pages use versioned task data and a consistent scoring model. Individual results also reflect the tasks a person selects.