medium risk
Food Batchmakersvs
55 shared · 8 different
core competencies
Side-by-Side Comparison
Forging Machine Setters, Operators, and Tenders, Metal and Plastic leads 5–0| Metric | Food Batchmakers | Forging Machine Setters, Operators, and Tenders, Metal and Plastic |
|---|---|---|
| Risk Score | 45.3% | 35.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 92th | 67th |
| Tasks at Risk (>50%) | 15 / 15 | 3 / 13 |
| Median Salary | $40,790 | $49,240 |
| Employment | 172K | 9K |
Skill Comparison
|
Sorted by largest difference
Engineering and Technology
Education and Training
Documenting/Recording Information
Mechanical
Processing Information
Production and Processing
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Batchmakers
26%
total discount
Forging Machine Setters, Operators, and Tenders, Metal and Plastic
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Forging Machine Setters, Operators, and Tenders, Metal and Plastic
3 of 13 at risk84%Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.
80%Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.
61%Measure and inspect machined parts to ensure conformance to product specifications.
49%Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.
49%Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.
Wage Comparison
Forging Machine Setters, Operators, and Tenders, Metal and Plastic earns +$8,450(+21%) vs Food Batchmakers
Food BatchmakersForging Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$30,850$35,150
25th
$35,340$41,350
Median
$40,790$49,240
75th
$49,010$59,270
90th
$57,800$69,540
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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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