Takeover Tracker

vs

43 shared · 10 different

core competencies

Side-by-Side Comparison

MetricWaiters and WaitressesFood Preparation Workers
Risk Score33.8%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile61th71th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$33,760$34,220
Employment2.3M889K

Skill Comparison

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Sorted by largest difference

Scheduling Work and Activities
Administration and Management
English Language
Sales and Marketing
Oral Expression
Developing and Building Teams
Processing Information
Speech Clarity
Service OrientationAI-Resistant
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Waiters and Waitresses

28%

total discount

Food Preparation Workers

26%

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.

Food Preparation Workers

7 of 15 at risk
88%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 +$460(+1%) vs Waiters and Waitresses
Waiters and WaitressesFood Preparation Workers
10th
$18,500$23,490
25th
$25,690$28,740
Median
$33,760$34,220
75th
$45,350$37,540
90th
$62,510$44,260

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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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