Takeover Tracker

vs

61 shared · 28 different

core competencies

32%medium risk
Cooks, Restaurant

Side-by-Side Comparison

MetricFirst-Line Supervisors of Food Preparation and Serving WorkersCooks, Restaurant
Risk Score38.3%31.6%
Risk TierMedium RiskMedium Risk
Risk Percentile76th48th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$42,010$36,830
Employment1.2M1.5M

Skill Comparison

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Sorted by largest difference

Clerical
Service OrientationAI-Resistant
Selling or Influencing Others
Communicating with Persons Outside Organization
Personnel and Human Resources
Management of Personnel Resources
Oral Comprehension
InstructingAI-Resistant
Speaking
PersuasionAI-Resistant
Guiding, Directing, and Motivating Subordinates
Training and Teaching Others

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Food Preparation and Serving Workers

31%

total discount

Cooks, Restaurant

28%

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.

Cooks, Restaurant

5 of 15 at risk
86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.
77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.
71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.
59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

Wage Comparison

Cooks, Restaurant earns -$5,180(-12%) vs First-Line Supervisors of Food Preparation and Serving Workers
First-Line Supervisors of Food Preparation and Serving WorkersCooks, Restaurant
10th
$29,340$28,010
25th
$35,400$31,310
Median
$42,010$36,830
75th
$50,920$43,610
90th
$63,420$47,340

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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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