low risk
Rail Car Repairersvs
55 shared · 13 different
core competencies
Side-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Rail Car Repairers | Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic |
|---|---|---|
| Risk Score | 19.9% | 34.6% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 6th | 64th |
| Tasks at Risk (>50%) | 3 / 15 | 8 / 15 |
| Median Salary | $65,680 | $45,590 |
| Employment | 18K | 174K |
Skill Comparison
|
Sorted by largest difference
Repairing
Public Safety and Security
Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Extent Flexibility
Gross Body Coordination
Repairing and Maintaining Mechanical Equipment
Visual Color Discrimination
Troubleshooting
Hearing Sensitivity
Equipment MaintenanceAI-Resistant
Static Strength
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
24%
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.
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
8 of 15 at risk86%Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.
84%Mark identifying data on workpieces.
67%Examine completed workpieces for defects, such as chipped edges or marred surfaces and sort defective pieces according to types of flaws.
65%Start machines, monitor their operations, and record operational data.
53%Set up, operate, or tend machines to saw, cut, shear, slit, punch, crimp, notch, bend, or straighten metal or plastic material.
Wage Comparison
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic earns -$20,090(-31%) vs Rail Car Repairers
Rail Car RepairersCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$45,670$35,000
25th
$51,640$38,400
Median
$65,680$45,590
75th
$80,150$52,150
90th
$92,000$62,650
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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
PDF export of full comparison
Rail Car Repairers: Not yetCutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic: Not yet