medium risk
Continuous Mining Machine Operatorsvs
61 shared · 15 different
core competencies
low risk
Rail Car RepairersSide-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Continuous Mining Machine Operators | Rail Car Repairers |
|---|---|---|
| Risk Score | 34.3% | 19.9% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 63th | 6th |
| Tasks at Risk (>50%) | 9 / 15 | 3 / 15 |
| Median Salary | $63,380 | $65,680 |
| Employment | 14K | 18K |
Skill Comparison
|
Sorted by largest difference
Making Decisions and Solving Problems
Performing General Physical Activities
Repairing and Maintaining Electronic Equipment
Law and Government
Controlling Machines and Processes
Handling and Moving Objects
Production and Processing
Training and Teaching Others
Rate Control
Education and Training
Inspecting Equipment, Structures, or Material
Operating Vehicles, Mechanized Devices, or Equipment
Protective Factors
Higher values indicate stronger protection against AI displacement
Continuous Mining Machine Operators
28%
total discount
Rail Car Repairers
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.
Rail Car Repairers
3 of 15 at risk86%Record conditions of cars, and repair and maintenance work performed or to be performed.
53%Inspect the interior and exterior of rail cars coming into rail yards to identify defects and to determine the extent of wear and damage.
51%Inspect components such as bearings, seals, gaskets, wheels, and coupler assemblies to determine if repairs are needed.
45%Test units for operability before and after repairs.
45%Measure diameters of axle wheel seats, using micrometers, and mark dimensions on axles so that wheels can be bored to specified dimensions.
Wage Comparison
Rail Car Repairers earns +$2,300(+4%) vs Continuous Mining Machine Operators
Continuous Mining Machine OperatorsRail Car Repairers
10th
$41,450$45,670
25th
$50,850$51,640
Median
$63,380$65,680
75th
$76,850$80,150
90th
$84,420$92,000
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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 yetRail Car Repairers: Not yet