Task-by-Task Analysis
Here's how AI might impact each core task of a sales manager:
Set sales targets55% estimated exposure
Coach sales team25% estimated exposure
Develop strategies40% estimated exposure
Analyze performance70% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
-1%
employment
+0.5% 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)41%
Employment Trends (BLS)-1%
Final Score40%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI forecasting
Automated coaching
Sales analytics AI
Work Current Tools Handle Less Reliably
Team leadership
Strategy
Key accounts
Culture building
Practical Ways to Adapt
Executive leadership
Revenue operations
AI sales tools
Strategic planning
Key Skills for This Role
LeadershipSales StrategyAnalytics
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.