medium risk
Food Cooking Machine Operators and Tendersvs
58 shared · 8 different
core competencies
medium risk
Food BatchmakersSide-by-Side Comparison
Food Cooking Machine Operators and Tenders leads 3–1| Metric | Food Cooking Machine Operators and Tenders | Food Batchmakers |
|---|---|---|
| Risk Score | 45.3% | 45.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 92th | 92th |
| Tasks at Risk (>50%) | 11 / 15 | 15 / 15 |
| Median Salary | $40,550 | $40,790 |
| Employment | 28K | 172K |
Skill Comparison
|
Sorted by largest difference
Mechanical
MathematicsAI-Vulnerable
Customer and Personal Service
Production and Processing
Coordinating the Work and Activities of Others
Repairing and Maintaining Mechanical Equipment
Public Safety and Security
Coaching and Developing Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Cooking Machine Operators and Tenders
26%
total discount
Food Batchmakers
26%
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 risk88%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.
Food Batchmakers
15 of 15 at risk88%Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.
86%Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
86%Test food product samples for moisture content, acidity level, specific gravity, or butter-fat content, and continue processing until desired levels are reached.
84%Grade food products according to government regulations or according to type, color, bouquet, and moisture content.
65%Turn valve controls to start equipment and to adjust operation to maintain product quality.
Wage Comparison
Food Batchmakers earns +$240(+1%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersFood Batchmakers
10th
$30,540$30,850
25th
$35,310$35,340
Median
$40,550$40,790
75th
$47,420$49,010
90th
$54,170$57,800
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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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