Task-by-Task Analysis
Here's how AI might impact each core task of a chef:
Prepare food45% estimated exposure
Create menus35% estimated exposure
Manage kitchen staff25% estimated exposure
Ensure quality30% 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)35%
Employment Trends (BLS)-1%
Final Score34%
Risk Trend (90 Days)
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AI Tools Threatening This Role
Robot cooks
Automated prep
AI recipe generation
Work Current Tools Handle Less Reliably
Fine dining
Menu creation
Team leadership
Quality control
Practical Ways to Adapt
Culinary certifications
Restaurant management
Specialty cuisines
Food science
Key Skills for This Role
Culinary SkillsCreativityLeadership
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.