Takeover Tracker

Side-by-Side Comparison

MetricFirst-Line Supervisors of Food Preparation and Serving WorkersCounter Attendants, Cafeteria, Food Concession, and Coffee Shop
Risk Score38.3%46.9%
Risk TierMedium RiskMedium Risk
Risk Percentile76th94th
Tasks at Risk (>50%)7 / 159 / 15
Median Salary$42,010N/A
Employment1.2MN/A

Skill Comparison

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Sorted by largest difference

Making Decisions and Solving Problems
Identifying Objects, Actions, and Events
Updating and Using Relevant Knowledge
Coordinating the Work and Activities of Others
Monitor Processes, Materials, or Surroundings
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Training and Teaching Others
Clerical
Customer and Personal Service
Management of Personnel Resources
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Food Preparation and Serving Workers

31%

total discount

Counter Attendants, Cafeteria, Food Concession, and Coffee Shop

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Food Preparation and Serving Workers

7 of 15 at risk
86%Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.
86%Record production, operational, and personnel data on specified forms.
84%Present bills and accept payments.
84%Assign duties, responsibilities, and work stations to employees in accordance with work requirements.
78%Compile and balance cash receipts at the end of the day or shift.

Counter Attendants, Cafeteria, Food Concession, and Coffee Shop

9 of 15 at risk
87%Prepare bills for food, using cash registers, calculators, or adding machines, and accept payment or make change.
87%Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders.
87%Balance receipts and payments in cash registers.
86%Order items needed to replenish supplies.
61%Brew coffee and tea, and fill containers with requested beverages.

Wage Comparison

First-Line Supervisors of Food Preparation and Serving WorkersCounter Attendants, Cafeteria, Food Concession, and Coffee Shop
10th
$29,340N/A
25th
$35,400N/A
Median
$42,010N/A
75th
$50,920N/A
90th
$63,420N/A

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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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First-Line Supervisors of Food Preparation and Serving Workers: Not yetCounter Attendants, Cafeteria, Food Concession, and Coffee Shop: Not yet