Takeover Tracker

vs

44 shared · 7 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricWaiters and WaitressesCooks, Short Order
Risk Score33.8%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile61th61th
Tasks at Risk (>50%)5 / 155 / 11
Median Salary$33,760$35,620
Employment2.3M150K

Skill Comparison

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Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Production and Processing
Customer and Personal Service
Performing for or Working Directly with the Public
Communicating with Supervisors, Peers, or Subordinates
Sales and Marketing
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Waiters and Waitresses

28%

total discount

Cooks, Short Order

27%

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, Short Order

5 of 11 at risk
88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

Wage Comparison

Cooks, Short Order earns +$1,860(+6%) vs Waiters and Waitresses
Waiters and WaitressesCooks, Short Order
10th
$18,500$23,770
25th
$25,690$30,160
Median
$33,760$35,620
75th
$45,350$39,990
90th
$62,510$46,010

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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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