low risk
Rail Car Repairersvs
54 shared · 14 different
core competencies
Side-by-Side Comparison
Rail Car Repairers leads 5–0| Metric | Rail Car Repairers | Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders |
|---|---|---|
| Risk Score | 19.9% | 44.6% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 6th | 90th |
| Tasks at Risk (>50%) | 3 / 15 | 11 / 15 |
| Median Salary | $65,680 | $47,060 |
| Employment | 18K | 36K |
Skill Comparison
|
Sorted by largest difference
Repairing
Mechanical
Troubleshooting
Public Safety and Security
Visual Color Discrimination
Equipment MaintenanceAI-Resistant
Multilimb Coordination
Stamina
Arm-Hand Steadiness
Quality Control Analysis
Extent Flexibility
Static Strength
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
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.
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
11 of 15 at risk87%Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.
87%Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.
86%Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
63%Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.
63%Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.
Wage Comparison
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders earns -$18,620(-28%) vs Rail Car Repairers
Rail Car RepairersWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
$45,670$35,780
25th
$51,640$39,480
Median
$65,680$47,060
75th
$80,150$55,870
90th
$92,000$66,190
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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 yetWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders: Not yet