low risk
Rail Car Repairersvs
62 shared · 9 different
core competencies
Side-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Rail Car Repairers | Helpers--Installation, Maintenance, and Repair Workers |
|---|---|---|
| Risk Score | 19.9% | 26.2% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 6th | 22th |
| Tasks at Risk (>50%) | 3 / 15 | 4 / 15 |
| Median Salary | $65,680 | $38,860 |
| Employment | 18K | 98K |
Skill Comparison
|
Sorted by largest difference
Repairing and Maintaining Electronic Equipment
Controlling Machines and Processes
Public Safety and Security
Communicating with Supervisors, Peers, or Subordinates
English Language
Repairing
Mechanical
Establishing and Maintaining Interpersonal Relationships
Troubleshooting
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Helpers--Installation, Maintenance, and Repair Workers
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.
Helpers--Installation, Maintenance, and Repair Workers
4 of 15 at risk86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.
Wage Comparison
Helpers--Installation, Maintenance, and Repair Workers earns -$26,820(-41%) vs Rail Car Repairers
Rail Car RepairersHelpers--Installation, Maintenance, and Repair Workers
10th
$45,670$28,770
25th
$51,640$33,760
Median
$65,680$38,860
75th
$80,150$46,600
90th
$92,000$54,650
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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
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Rail Car Repairers: Not yetHelpers--Installation, Maintenance, and Repair Workers: Not yet