Food Cooking Machine Operators and Tenders vs Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Food Cooking Machine Operators and Tenders

54 shared · 12 different

core competencies

medium risk

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

Side-by-Side Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic leads 4–1

Metric	Food Cooking Machine Operators and Tenders	Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score	45.3%	43.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	92th	88th
Tasks at Risk (>50%)	11 / 15	13 / 15
Median Salary	$40,550	$45,190
Employment	28K	70K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Cooking Machine Operators and Tenders2028–2035

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035

20242030203520402045

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Food Cooking Machine Operators and Tenders.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Food Cooking Machine Operators and Tenders

$22,197

from $40,550

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

$25,681

from $45,190

After adjusting for AI risk, Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $3,484 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Food

Unique to Grinding,

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation

Social Intelligence

Regulatory Barriers

Decision Complexity

Food Cooking Machine Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Find transitions from Food Cooking Machine Operators and Tenders Find transitions from Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic