medium risk
Food Batchmakersvs
49 shared · 9 different
core competencies
medium risk
Helpers--Production WorkersSide-by-Side Comparison
Helpers--Production Workers leads 4–1| Metric | Food Batchmakers | Helpers--Production Workers |
|---|---|---|
| Risk Score | 45.3% | 39.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 92th | 79th |
| Tasks at Risk (>50%) | 15 / 15 | 11 / 15 |
| Median Salary | $40,790 | $38,220 |
| Employment | 172K | 167K |
Skill Comparison
|
Sorted by largest difference
Documenting/Recording Information
Production and Processing
Static Strength
Repairing and Maintaining Mechanical Equipment
Information OrderingAI-Vulnerable
Public Safety and Security
Monitor Processes, Materials, or Surroundings
Making Decisions and Solving Problems
Training and Teaching Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Batchmakers
26%
total discount
Helpers--Production Workers
23%
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.
Helpers--Production Workers
11 of 15 at risk86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.
Wage Comparison
Helpers--Production Workers earns -$2,570(-6%) vs Food Batchmakers
Food BatchmakersHelpers--Production Workers
10th
$30,850$30,060
25th
$35,340$34,390
Median
$40,790$38,220
75th
$49,010$44,980
90th
$57,800$52,120
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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 Batchmakers: Not yetHelpers--Production Workers: Not yet