medium risk
Cooks, Fast Foodvs
40 shared · 8 different
core competencies
Side-by-Side Comparison
Combined Food Preparation and Serving Workers, Including Fast Food leads 4–0| Metric | Cooks, Fast Food | Combined Food Preparation and Serving Workers, Including Fast Food |
|---|---|---|
| Risk Score | 46.3% | 43.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 89th |
| Tasks at Risk (>50%) | 12 / 15 | 10 / 15 |
| Median Salary | $30,160 | N/A |
| Employment | 668K | N/A |
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
Cooks, Fast Food
23%
total discount
Combined Food Preparation and Serving Workers, Including Fast Food
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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.
Wage Comparison
Cooks, Fast FoodCombined Food Preparation and Serving Workers, Including Fast Food
10th
$22,370N/A
25th
$26,540N/A
Median
$30,160N/A
75th
$35,710N/A
90th
$38,980N/A
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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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