vs
56 shared · 8 different
core competencies
medium risk
Food BatchmakersSide-by-Side Comparison
Food Batchmakers leads 3–2| Metric | Packaging and Filling Machine Operators and Tenders | Food Batchmakers |
|---|---|---|
| Risk Score | 47.5% | 45.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 95th | 92th |
| Tasks at Risk (>50%) | 13 / 15 | 15 / 15 |
| Median Salary | $40,900 | $40,790 |
| Employment | 384K | 172K |
Skill Comparison
|
Sorted by largest difference
Food Production
Controlling Machines and Processes
Customer and Personal Service
Performing General Physical Activities
Documenting/Recording Information
Information OrderingAI-Vulnerable
Establishing and Maintaining Interpersonal Relationships
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Packaging and Filling 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
Packaging and Filling Machine Operators and Tenders
13 of 15 at risk87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.
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 -$110(0%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersFood Batchmakers
10th
$31,890$30,850
25th
$36,250$35,340
Median
$40,900$40,790
75th
$48,440$49,010
90th
$58,910$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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