medium risk
Cooks, Fast Foodvs
41 shared · 7 different
core competencies
medium risk
Food Preparation WorkersSide-by-Side Comparison
Food Preparation Workers leads 5–0| Metric | Cooks, Fast Food | Food Preparation Workers |
|---|---|---|
| Risk Score | 46.3% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 71th |
| Tasks at Risk (>50%) | 12 / 15 | 7 / 15 |
| Median Salary | $30,160 | $34,220 |
| Employment | 668K | 889K |
Skill Comparison
|
Sorted by largest difference
Customer and Personal Service
Administration and Management
Thinking Creatively
Communicating with Persons Outside Organization
Performing General Physical Activities
Handling and Moving Objects
Finger Dexterity
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Fast Food
23%
total discount
Food Preparation Workers
26%
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.
Food Preparation Workers
7 of 15 at risk88%Take and record temperature of food and food storage areas, such as refrigerators and freezers.
87%Operate cash register, handle money, and give correct change.
64%Keep records of the quantities of food used.
59%Vacuum dining area and sweep and mop kitchen floor.
57%Distribute food to waiters and waitresses to serve to customers.
Wage Comparison
Food Preparation Workers earns +$4,060(+13%) vs Cooks, Fast Food
Cooks, Fast FoodFood Preparation Workers
10th
$22,370$23,490
25th
$26,540$28,740
Median
$30,160$34,220
75th
$35,710$37,540
90th
$38,980$44,260
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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