Task-by-Task Analysis
Here's how AI might impact each core task of a product manager:
Define product vision30% estimated exposure
Analyze market data65% estimated exposure
Prioritize features50% estimated exposure
Lead cross-functional teams20% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
+3%
employment
-2.8% 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)37%
Employment Trends (BLS)+3%
Final Score40%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI market analysis
Automated prioritization
User analytics AI
Work Current Tools Handle Less Reliably
Vision
Leadership
Stakeholder management
Strategy
Practical Ways to Adapt
AI/ML products
Growth strategies
Executive leadership
Technical depth
Key Skills for This Role
Strategic ThinkingData AnalysisLeadership
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.