vs
67 shared · 11 different
core competencies
low risk
Rail Car RepairersSide-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Maintenance and Repair Workers, General | Rail Car Repairers |
|---|---|---|
| Risk Score | 23.9% | 19.9% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 16th | 6th |
| Tasks at Risk (>50%) | 4 / 15 | 3 / 15 |
| Median Salary | $48,620 | $65,680 |
| Employment | 1.5M | 18K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Operating Vehicles, Mechanized Devices, or Equipment
Establishing and Maintaining Interpersonal Relationships
Repairing and Maintaining Electronic Equipment
Reaction Time
Evaluating Information to Determine Compliance with Standards
Customer and Personal Service
English Language
Controlling Machines and Processes
Equipment MaintenanceAI-Resistant
Installation
Protective Factors
Higher values indicate stronger protection against AI displacement
Maintenance and Repair Workers, General
26%
total discount
Rail Car Repairers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Maintenance and Repair Workers, General
4 of 15 at risk86%Order parts, supplies, or equipment from catalogs or suppliers.
58%Test and treat water supply.
55%Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
53%Plan and lay out repair work, using diagrams, drawings, blueprints, maintenance manuals, or schematic diagrams.
41%Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.
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 +$17,060(+35%) vs Maintenance and Repair Workers, General
Maintenance and Repair Workers, GeneralRail Car Repairers
10th
$33,860$45,670
25th
$39,050$51,640
Median
$48,620$65,680
75th
$61,710$80,150
90th
$76,110$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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Maintenance and Repair Workers, General: Not yetRail Car Repairers: Not yet