low risk
Rail Car Repairersvs
49 shared · 18 different
core competencies
Side-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Rail Car Repairers | Woodworking Machine Setters, Operators, and Tenders, Except Sawing |
|---|---|---|
| Risk Score | 19.9% | 40.1% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 6th | 81th |
| Tasks at Risk (>50%) | 3 / 15 | 6 / 15 |
| Median Salary | $65,680 | $40,440 |
| Employment | 18K | 63K |
Skill Comparison
|
Sorted by largest difference
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Public Safety and Security
Mechanical
Repairing
Gross Body Equilibrium
Extent Flexibility
Updating and Using Relevant Knowledge
Stamina
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
23%
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.
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
6 of 15 at risk84%Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders.
84%Select knives, saws, blades, cutter heads, cams, bits, or belts, according to workpiece, machine functions, or product specifications.
59%Examine raw woodstock for defects and to ensure conformity to size and other specification standards.
53%Set up, program, operate, or tend computerized or manual woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, or wood-nailing machines.
53%Examine finished workpieces for smoothness, shape, angle, depth-of-cut, or conformity to specifications and verify dimensions, visually and using hands, rules, calipers, templates, or gauges.
Wage Comparison
Woodworking Machine Setters, Operators, and Tenders, Except Sawing earns -$25,240(-38%) vs Rail Car Repairers
Rail Car RepairersWoodworking Machine Setters, Operators, and Tenders, Except Sawing
10th
$45,670$30,920
25th
$51,640$36,260
Median
$65,680$40,440
75th
$80,150$47,650
90th
$92,000$54,340
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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 yetWoodworking Machine Setters, Operators, and Tenders, Except Sawing: Not yet