Takeover Tracker

32%medium risk
Cooks, Restaurant
vs

38 shared · 13 different

core competencies

Side-by-Side Comparison

MetricCooks, RestaurantLaundry and Dry-Cleaning Workers
Risk Score31.6%31.0%
Risk TierMedium RiskMedium Risk
Risk Percentile48th44th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$36,830$33,800
Employment1.5M195K

Skill Comparison

|

Sorted by largest difference

Updating and Using Relevant Knowledge
Identifying Objects, Actions, and Events
Getting Information
Thinking Creatively
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Performing for or Working Directly with the Public
Developing Objectives and Strategies
Monitor Processes, Materials, or Surroundings
Processing Information
Judging the Qualities of Things, Services, or People
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Restaurant

28%

total discount

Laundry and Dry-Cleaning Workers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Laundry and Dry-Cleaning Workers

5 of 15 at risk
84%Determine spotting procedures and proper solvents, based on fabric and stain types.
82%Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.
55%Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.
53%Start washers, dry cleaners, driers, or extractors, and turn valves or levers to regulate machine processes and the volume of soap, detergent, water, bleach, starch, and other additives.
51%Operate extractors and driers, or direct their operation.

Wage Comparison

Laundry and Dry-Cleaning Workers earns -$3,030(-8%) vs Cooks, Restaurant
Cooks, RestaurantLaundry and Dry-Cleaning Workers
10th
$28,010$26,270
25th
$31,310$29,530
Median
$36,830$33,800
75th
$43,610$36,760
90th
$47,340$42,370

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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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