Takeover Tracker

32%medium risk
Cooks, Restaurant
vs

44 shared · 16 different

core competencies

Side-by-Side Comparison

MetricCooks, RestaurantWaiters and Waitresses
Risk Score31.6%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile48th61th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$36,830$33,760
Employment1.5M2.3M

Skill Comparison

|

Sorted by largest difference

Food Production
Performing for or Working Directly with the Public
Scheduling Work and Activities
Production and Processing
Selling or Influencing Others
Updating and Using Relevant Knowledge
Analyzing Data or Information
Developing Objectives and Strategies
Service OrientationAI-Resistant
Establishing and Maintaining Interpersonal Relationships
Organizing, Planning, and Prioritizing Work
Visual Color Discrimination

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Restaurant

28%

total discount

Waiters and Waitresses

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Restaurant

5 of 15 at risk
86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.
77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.
71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.
59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

Waiters and Waitresses

5 of 15 at risk
89%Prepare checks that itemize and total meal costs and sales taxes.
87%Collect payments from customers.
87%Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff.
85%Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages.
51%Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom.

Wage Comparison

Waiters and Waitresses earns -$3,070(-8%) vs Cooks, Restaurant
Cooks, RestaurantWaiters and Waitresses
10th
$28,010$18,500
25th
$31,310$25,690
Median
$36,830$33,760
75th
$43,610$45,350
90th
$47,340$62,510

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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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