Takeover Tracker

vs

43 shared · 10 different

core competencies

Side-by-Side Comparison

MetricFood Preparation WorkersWaiters and Waitresses
Risk Score36.7%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th61th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$34,220$33,760
Employment889K2.3M

Skill Comparison

|

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

Food Preparation Workers

26%

total discount

Waiters and Waitresses

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$460(-1%) vs Food Preparation Workers
Food Preparation WorkersWaiters and Waitresses
10th
$23,490$18,500
25th
$28,740$25,690
Median
$34,220$33,760
75th
$37,540$45,350
90th
$44,260$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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Food Preparation Workers: Not yetWaiters and Waitresses: Not yet