Takeover Tracker

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Risk Score45.3%46.0%
Risk TierMedium RiskMedium Risk
Risk Percentile92th93th
Tasks at Risk (>50%)11 / 156 / 11
Median Salary$40,550$41,460
Employment28K14K

Skill Comparison

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Sorted by largest difference

Coordinating the Work and Activities of Others
Making Decisions and Solving Problems
Training and Teaching Others
Customer and Personal Service
Inspecting Equipment, Structures, or Material
Guiding, Directing, and Motivating Subordinates
Operating Vehicles, Mechanized Devices, or Equipment
Written Comprehension
Production and Processing
Monitor Processes, Materials, or Surroundings
Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Cooking Machine Operators and Tenders

11 of 15 at risk
88%Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.
88%Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.
86%Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.
86%Notify or signal other workers to operate equipment or when processing is complete.
84%Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients.

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk
88%Record gauge readings, materials used, processing times, or test results in production logs.
85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
53%Examine and inspect machines to detect malfunctions.

Wage Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders earns +$910(+2%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
10th
$30,540$32,770
25th
$35,310$37,140
Median
$40,550$41,460
75th
$47,420$48,280
90th
$54,170$56,590

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Risk-adjusted salary comparison
Combined protective factor strategy
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