vs
37 shared · 8 different
core competencies
Side-by-Side Comparison
Combined Food Preparation and Serving Workers, Including Fast Food leads 3–1| Metric | Combined Food Preparation and Serving Workers, Including Fast Food | Counter Attendants, Cafeteria, Food Concession, and Coffee Shop |
|---|---|---|
| Risk Score | 43.3% | 46.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 89th | 94th |
| Tasks at Risk (>50%) | 10 / 15 | 9 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Coordinating the Work and Activities of Others
Monitor Processes, Materials, or Surroundings
Customer and Personal Service
Getting Information
Public Safety and Security
Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Protective Factors
Higher values indicate stronger protection against AI displacement
Combined Food Preparation and Serving Workers, Including Fast Food
25%
total discount
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Combined Food Preparation and Serving Workers, Including Fast Food
10 of 15 at risk87%Accept payment from customers, and make change as necessary.
87%Request and record customer orders, and compute bills using cash registers, multi counting machines, or pencil and paper.
86%Monitor and order supplies or food items and restock as necessary to maintain inventory.
86%Notify kitchen personnel of shortages or special orders.
86%Relay food orders to cooks.
Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
9 of 15 at risk87%Prepare bills for food, using cash registers, calculators, or adding machines, and accept payment or make change.
87%Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders.
87%Balance receipts and payments in cash registers.
86%Order items needed to replenish supplies.
61%Brew coffee and tea, and fill containers with requested beverages.
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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