Fast Food and Counter Workers
Food Preparation and Serving0%
AI Risk
13% AI risk — Low risk level
Low Risk
13% • Low exposure
Based on task-level analysis (O*NET)
AI Impact Assessment
This job is relatively safe from AI automation and may even benefit from AI tools.
Fast Food and Counter Workers with an AI automation risk score of 13%. Analysis includes 27 core tasks.
Safer Career Paths
Dining Room and Cafeteria Attendants and Bartender Helpers
Low Risk
4% AI Risk
Human-centered work and decision ownership.
Food Preparation Workers
Low Risk
4% AI Risk
Human-centered work and decision ownership.
Waiters and Waitresses
Low Risk
9% AI Risk
Human-centered work and decision ownership.
Key Tasks
Arrange tables and decorations according to instructions.
Risk: 64%
Serve customers in eating places that specialize in fast service and inexpensive carry-out food.
Risk: 6%
Communicate with customers regarding orders
Risk: 0%
Scrub and polish counters
Risk: 0%
Accept payment from customers
Risk: 1%
Perform cleaning duties
Risk: 0%
Balance receipts and payments in cash registers.
Risk: 60%
Request and record customer orders
Risk: 0%
Upskilling Courses
Data Sources
Analysis based on O*NET data
Method: rule+context+activity+calibration