Takeover Tracker

Side-by-Side Comparison

MetricFood Cooking Machine Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score45.3%43.2%
Risk TierMedium RiskMedium Risk
Risk Percentile92th88th
Tasks at Risk (>50%)11 / 1513 / 15
Median Salary$40,550$45,190
Employment28K70K

Skill Comparison

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Sorted by largest difference

Performing General Physical Activities
Controlling Machines and Processes
Depth Perception
Control Precision
Coordinating the Work and Activities of Others
Getting Information
Far Vision
Visualization
Operation and Control
Flexibility of Closure
Static Strength
Multilimb Coordination

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Cooking Machine Operators and Tenders

26%

total discount

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24%

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.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

13 of 15 at risk
86%Compute machine indexings and settings for specified dimensions and base reference points.
86%Maintain stocks of machine parts and machining tools.
85%Select machine tooling to be used, using knowledge of machine and production requirements.
84%Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
61%Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

Wage Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$4,640(+11%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$30,540$34,980
25th
$35,310$38,420
Median
$40,550$45,190
75th
$47,420$51,380
90th
$54,170$61,550

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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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Food Cooking Machine Operators and Tenders: Not yetGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic: Not yet