Takeover Tracker

29%medium risk
Chefs and Head Cooks
vs

51 shared · 39 different

core competencies

34%medium risk
Bartenders

Side-by-Side Comparison

MetricChefs and Head CooksBartenders
Risk Score28.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile32th63th
Tasks at Risk (>50%)8 / 155 / 15
Median Salary$60,990$33,530
Employment182K746K

Skill Comparison

|

Sorted by largest difference

Food Production
Production and Processing
Organizing, Planning, and Prioritizing Work
Scheduling Work and Activities
Thinking Creatively
Administration and Management
Communicating with Supervisors, Peers, or Subordinates
Staffing Organizational Units
Personnel and Human Resources
Coaching and Developing Others
Management of Personnel Resources
Developing and Building Teams

Protective Factors

Higher values indicate stronger protection against AI displacement

Chefs and Head Cooks

34%

total discount

Bartenders

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chefs and Head Cooks

8 of 15 at risk
86%Order or requisition food or other supplies needed to ensure efficient operation.
85%Determine production schedules and staff requirements necessary to ensure timely delivery of services.
75%Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.
73%Estimate amounts and costs of required supplies, such as food and ingredients.
72%Check the quantity and quality of received products.

Bartenders

5 of 15 at risk
88%Balance cash receipts.
87%Collect money for drinks served.
86%Order or requisition liquors and supplies.
79%Check identification of customers to verify age requirements for purchase of alcohol.
53%Serve wine, and bottled or draft beer.

Wage Comparison

Bartenders earns -$27,460(-45%) vs Chefs and Head Cooks
Chefs and Head CooksBartenders
10th
$36,000$19,930
25th
$47,710$25,790
Median
$60,990$33,530
75th
$76,790$46,790
90th
$96,030$71,920

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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