medium risk
Continuous Mining Machine Operatorsvs
61 shared · 13 different
core competencies
medium risk
Metal-Refining Furnace Operators and TendersSide-by-Side Comparison
Continuous Mining Machine Operators leads 4–1| Metric | Continuous Mining Machine Operators | Metal-Refining Furnace Operators and Tenders |
|---|---|---|
| Risk Score | 34.3% | 44.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 63th | 90th |
| Tasks at Risk (>50%) | 9 / 15 | 7 / 15 |
| Median Salary | $63,380 | $55,770 |
| Employment | 14K | 20K |
Skill Comparison
|
Sorted by largest difference
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Handling and Moving Objects
Documenting/Recording Information
Monitor Processes, Materials, or Surroundings
Performing General Physical Activities
Developing and Building Teams
Making Decisions and Solving Problems
Repairing and Maintaining Electronic Equipment
Getting Information
Mechanical
Protective Factors
Higher values indicate stronger protection against AI displacement
Continuous Mining Machine Operators
28%
total discount
Metal-Refining Furnace Operators and Tenders
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Continuous Mining Machine Operators
9 of 15 at risk86%Conduct methane gas checks to ensure breathing quality of air.
61%Operate mining machines to gather coal and convey it to floors or shuttle cars.
61%Drive machines into position at working faces.
61%Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.
61%Reposition machines to make additional holes or cuts.
Metal-Refining Furnace Operators and Tenders
7 of 15 at risk88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.
Wage Comparison
Metal-Refining Furnace Operators and Tenders earns -$7,610(-12%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsMetal-Refining Furnace Operators and Tenders
10th
$41,450$38,760
25th
$50,850$46,550
Median
$63,380$55,770
75th
$76,850$65,070
90th
$84,420$80,280
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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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Continuous Mining Machine Operators: Not yetMetal-Refining Furnace Operators and Tenders: Not yet