Task-by-Task Analysis
Here's how AI might impact each core task of a retail salesperson:
Assist customers55% estimated exposure
Process transactions90% estimated exposure
Stock merchandise70% estimated exposure
Answer questions65% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
-1%
employment
+0.8% 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)70%
Employment Trends (BLS)-1%
Final Score69%
Risk Trend (90 Days)
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AI Tools Threatening This Role
Self-checkout
E-commerce
AI shopping assistants
Automated inventory
Work Current Tools Handle Less Reliably
Consultative sales
High-end retail
Complex products
Customer relationships
Practical Ways to Adapt
Sales specialization
Retail management
Visual merchandising
E-commerce
Key Skills for This Role
SalesCustomer ServiceProduct Knowledge
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.