medium risk
Food Cooking Machine Operators and Tendersvs
58 shared · 9 different
core competencies
medium risk
Pourers and Casters, MetalSide-by-Side Comparison
Pourers and Casters, Metal leads 5–0| Metric | Food Cooking Machine Operators and Tenders | Pourers and Casters, Metal |
|---|---|---|
| Risk Score | 45.3% | 37.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 92th | 74th |
| Tasks at Risk (>50%) | 11 / 15 | 5 / 15 |
| Median Salary | $40,550 | $48,940 |
| Employment | 28K | 6K |
Skill Comparison
|
Sorted by largest difference
Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Coordinating the Work and Activities of Others
Public Safety and Security
Arm-Hand Steadiness
Visual Color Discrimination
Developing Objectives and Strategies
Establishing and Maintaining Interpersonal Relationships
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Cooking Machine Operators and Tenders
26%
total discount
Pourers and Casters, Metal
27%
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.
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 +$8,390(+21%) vs Food Cooking Machine Operators and Tenders
Food Cooking Machine Operators and TendersPourers and Casters, Metal
10th
$30,540$37,250
25th
$35,310$41,410
Median
$40,550$48,940
75th
$47,420$59,850
90th
$54,170$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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