medium risk
Cooks, Fast Foodvs
42 shared · 3 different
core competencies
Side-by-Side Comparison
Dining Room and Cafeteria Attendants and Bartender Helpers leads 5–0| Metric | Cooks, Fast Food | Dining Room and Cafeteria Attendants and Bartender Helpers |
|---|---|---|
| Risk Score | 46.3% | 34.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 93th | 62th |
| Tasks at Risk (>50%) | 12 / 15 | 4 / 15 |
| Median Salary | $30,160 | $32,670 |
| Employment | 668K | 522K |
Skill Comparison
|
Sorted by largest difference
Extent Flexibility
Multilimb Coordination
Static Strength
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Fast Food
23%
total discount
Dining Room and Cafeteria Attendants and Bartender Helpers
24%
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.
Dining Room and Cafeteria Attendants and Bartender Helpers
4 of 15 at risk86%Run cash registers.
61%Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.
61%Carry trays from food counters to tables for cafeteria patrons.
61%Mix and prepare flavors for mixed drinks.
47%Serve ice water, coffee, rolls, or butter to patrons.
Wage Comparison
Dining Room and Cafeteria Attendants and Bartender Helpers earns +$2,510(+8%) vs Cooks, Fast Food
Cooks, Fast FoodDining Room and Cafeteria Attendants and Bartender Helpers
10th
$22,370$22,260
25th
$26,540$27,830
Median
$30,160$32,670
75th
$35,710$36,880
90th
$38,980$46,380
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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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