Takeover Tracker

vs

44 shared · 16 different

core competencies

32%medium risk
Cooks, Restaurant

Side-by-Side Comparison

MetricWaiters and WaitressesCooks, Restaurant
Risk Score33.8%31.6%
Risk TierMedium RiskMedium Risk
Risk Percentile61th48th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$33,760$36,830
Employment2.3M1.5M

Skill Comparison

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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

Waiters and Waitresses

28%

total discount

Cooks, Restaurant

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Cooks, Restaurant earns +$3,070(+9%) vs Waiters and Waitresses
Waiters and WaitressesCooks, Restaurant
10th
$18,500$28,010
25th
$25,690$31,310
Median
$33,760$36,830
75th
$45,350$43,610
90th
$62,510$47,340

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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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