medium risk
Food Batchmakersvs
54 shared · 11 different
core competencies
medium risk
Pourers and Casters, MetalSide-by-Side Comparison
Pourers and Casters, Metal leads 5–0| Metric | Food Batchmakers | Pourers and Casters, Metal |
|---|---|---|
| Risk Score | 45.3% | 37.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 92th | 74th |
| Tasks at Risk (>50%) | 15 / 15 | 5 / 15 |
| Median Salary | $40,790 | $48,940 |
| Employment | 172K | 6K |
Skill Comparison
|
Sorted by largest difference
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Scheduling Work and Activities
Arm-Hand Steadiness
Establishing and Maintaining Interpersonal Relationships
Information OrderingAI-Vulnerable
Developing Objectives and Strategies
Equipment MaintenanceAI-Resistant
Visual Color Discrimination
MathematicsAI-Vulnerable
Multilimb Coordination
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Batchmakers
26%
total discount
Pourers and Casters, Metal
27%
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.
Pourers and Casters, Metal
5 of 15 at risk84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.
Wage Comparison
Pourers and Casters, Metal earns +$8,150(+20%) vs Food Batchmakers
Food BatchmakersPourers and Casters, Metal
10th
$30,850$37,250
25th
$35,340$41,410
Median
$40,790$48,940
75th
$49,010$59,850
90th
$57,800$68,030
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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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