Takeover Tracker

vs

82 shared · 15 different

core competencies

29%medium risk
Chefs and Head Cooks

Side-by-Side Comparison

MetricFirst-Line Supervisors of Agricultural Crop and Horticultural WorkersChefs and Head Cooks
Risk Score33.4%28.7%
Risk TierMedium RiskMedium Risk
Risk Percentile59th32th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$59,330$60,990
Employment30K182K

Skill Comparison

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Sorted by largest difference

Thinking Creatively
Performing for or Working Directly with the Public
Food Production
Controlling Machines and Processes
Control Precision
Coaching and Developing Others
Training and Teaching Others
Operation and Control
Communicating with Persons Outside Organization
Far Vision
Organizing, Planning, and Prioritizing Work
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Agricultural Crop and Horticultural Workers

31%

total discount

Chefs and Head Cooks

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Agricultural Crop and Horticultural Workers

7 of 15 at risk
86%Read inventory records, customer orders, or shipping schedules to determine required activities.
86%Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools.
84%Estimate labor requirements for jobs and plan work schedules accordingly.
69%Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions.
63%Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields.

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.

Wage Comparison

Chefs and Head Cooks earns +$1,660(+3%) vs First-Line Supervisors of Agricultural Crop and Horticultural Workers
First-Line Supervisors of Agricultural Crop and Horticultural WorkersChefs and Head Cooks
10th
$39,610$36,000
25th
$47,660$47,710
Median
$59,330$60,990
75th
$76,640$76,790
90th
$90,840$96,030

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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