vs
40 shared · 8 different
core competencies
medium risk
Cooks, Fast FoodSide-by-Side Comparison
Combined Food Preparation and Serving Workers, Including Fast Food leads 4–0| Metric | Combined Food Preparation and Serving Workers, Including Fast Food | Cooks, Fast Food |
|---|---|---|
| Risk Score | 43.3% | 46.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 89th | 93th |
| Tasks at Risk (>50%) | 10 / 15 | 12 / 15 |
| Median Salary | N/A | $30,160 |
| Employment | N/A | 668K |
Skill Comparison
|
Sorted by largest difference
Public Safety and Security
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
Food Production
Communicating with Persons Outside Organization
English Language
Getting Information
Processing Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Combined Food Preparation and Serving Workers, Including Fast Food
25%
total discount
Cooks, Fast Food
23%
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.
Cooks, Fast Food
12 of 15 at risk88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Wage Comparison
Combined Food Preparation and Serving Workers, Including Fast FoodCooks, Fast Food
10th
N/A$22,370
25th
N/A$26,540
Median
N/A$30,160
75th
N/A$35,710
90th
N/A$38,980
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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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Combined Food Preparation and Serving Workers, Including Fast Food: Not yetCooks, Fast Food: Not yet