low risk
Rail Car Repairersvs
53 shared · 14 different
core competencies
low risk
Roustabouts, Oil and GasSide-by-Side Comparison
Rail Car Repairers leads 4–1| Metric | Rail Car Repairers | Roustabouts, Oil and Gas |
|---|---|---|
| Risk Score | 19.9% | 24.0% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 6th | 17th |
| Tasks at Risk (>50%) | 3 / 15 | 0 / 15 |
| Median Salary | $65,680 | $47,510 |
| Employment | 18K | 45K |
Skill Comparison
|
Sorted by largest difference
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Repairing
Mechanical
Arm-Hand Steadiness
Troubleshooting
Equipment MaintenanceAI-Resistant
Monitor Processes, Materials, or Surroundings
Getting Information
Finger Dexterity
Operating Vehicles, Mechanized Devices, or Equipment
Handling and Moving Objects
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Roustabouts, Oil and Gas
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
Roustabouts, Oil and Gas
0 of 15 at risk49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.
49%Dig drainage ditches around wells and storage tanks.
47%Clean trucks used in the fields.
45%Keep pipe deck and main deck areas clean and tidy.
Wage Comparison
Roustabouts, Oil and Gas earns -$18,170(-28%) vs Rail Car Repairers
Rail Car RepairersRoustabouts, Oil and Gas
10th
$45,670$35,650
25th
$51,640$38,330
Median
$65,680$47,510
75th
$80,150$57,170
90th
$92,000$64,010
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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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Rail Car Repairers: Not yetRoustabouts, Oil and Gas: Not yet