medium risk
Stationary Engineers and Boiler Operatorsvs
60 shared · 18 different
core competencies
medium risk
Pourers and Casters, MetalSide-by-Side Comparison
Pourers and Casters, Metal leads 4–1| Metric | Stationary Engineers and Boiler Operators | Pourers and Casters, Metal |
|---|---|---|
| Risk Score | 41.7% | 37.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 85th | 74th |
| Tasks at Risk (>50%) | 6 / 15 | 5 / 15 |
| Median Salary | $75,190 | $48,940 |
| Employment | 31K | 6K |
Skill Comparison
|
Sorted by largest difference
Organizing, Planning, and Prioritizing Work
Repairing and Maintaining Mechanical Equipment
Thinking Creatively
Updating and Using Relevant Knowledge
Interacting With Computers
Making Decisions and Solving Problems
Controlling Machines and Processes
Documenting/Recording Information
Mechanical
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Establishing and Maintaining Interpersonal Relationships
Protective Factors
Higher values indicate stronger protection against AI displacement
Stationary Engineers and Boiler Operators
30%
total discount
Pourers and Casters, Metal
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Stationary Engineers and Boiler Operators
6 of 15 at risk88%Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.
85%Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.
84%Monitor and inspect equipment, computer terminals, switches, valves, gauges, alarms, safety devices, and meters to detect leaks or malfunctions and to ensure that equipment is operating efficiently and safely.
84%Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.
76%Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.
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 -$26,250(-35%) vs Stationary Engineers and Boiler Operators
Stationary Engineers and Boiler OperatorsPourers and Casters, Metal
10th
$47,310$37,250
25th
$60,110$41,410
Median
$75,190$48,940
75th
$96,420$59,850
90th
$121,200$68,030
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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