Takeover Tracker

vs

32 shared · 12 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricHosts and Hostesses, Restaurant, Lounge, and Coffee ShopCooks, Short Order
Risk Score39.5%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile79th61th
Tasks at Risk (>50%)7 / 155 / 11
Median Salary$30,380$35,620
Employment427K150K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Production and Processing
Establishing and Maintaining Interpersonal Relationships
Customer and Personal Service
Processing Information
Performing for or Working Directly with the Public
Sales and Marketing
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
Manual DexterityAI-Resistant
Monitor Processes, Materials, or Surroundings
Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

24%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

7 of 15 at risk
88%Operate cash registers to accept payments for food and beverages.
87%Assign patrons to tables suitable for their needs and according to rotation so that servers receive an appropriate number of seatings.
84%Prepare cash receipts after establishments close, and make bank deposits.
68%Receive and record patrons' dining reservations.
62%Answer telephone calls and respond to inquiries or transfer calls.

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 +$5,240(+17%) vs Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Hosts and Hostesses, Restaurant, Lounge, and Coffee ShopCooks, Short Order
10th
$22,010$23,770
25th
$26,630$30,160
Median
$30,380$35,620
75th
$35,840$39,990
90th
$42,600$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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