Task-by-Task Analysis
Here's how AI might impact each core task of a insurance underwriter:
Analyze risk factors in applications90% estimated exposure
Calculate premiums based on risk95% estimated exposure
Review policy renewals88% estimated exposure
Make coverage decisions85% 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)92%
Industry Layoffs+15%
Employment Trends (BLS)+1%
Final Score100%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI risk models
Automated underwriting platforms
Machine learning pricing
Work Current Tools Handle Less Reliably
Complex commercial policies
Client negotiations
Regulatory compliance
Practical Ways to Adapt
Data science
Actuarial skills
Risk management certification
InsurTech
Key Skills for This Role
Risk AssessmentAnalytical ThinkingInsurance Regulations
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.