Task-by-Task Analysis
Here's how AI might impact each core task of a sales representative:
Identify potential customers80% estimated exposure
Present product information70% estimated exposure
Negotiate contracts50% estimated exposure
Build relationships30% 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)66%
Employment Trends (BLS)-1%
Final Score65%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI lead generation
Automated outreach
E-commerce platforms
Work Current Tools Handle Less Reliably
Enterprise sales
Complex products
Key accounts
Strategic partnerships
Practical Ways to Adapt
Solution selling
Enterprise sales
Sales management
Industry specialization
Key Skills for This Role
SalesProduct KnowledgeRelationship Building
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.