low risk
Rail Car Repairersvs
46 shared · 18 different
core competencies
Side-by-Side Comparison
Rail Car Repairers leads 4–1| Metric | Rail Car Repairers | Sawing Machine Setters, Operators, and Tenders, Wood |
|---|---|---|
| Risk Score | 19.9% | 34.3% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 6th | 63th |
| Tasks at Risk (>50%) | 3 / 15 | 2 / 15 |
| Median Salary | $65,680 | $39,950 |
| Employment | 18K | 43K |
Skill Comparison
|
Sorted by largest difference
Performing General Physical Activities
Evaluating Information to Determine Compliance with Standards
Repairing
Extent Flexibility
Mechanical
Public Safety and Security
Repairing and Maintaining Mechanical Equipment
Organizing, Planning, and Prioritizing Work
Updating and Using Relevant Knowledge
Gross Body Coordination
Troubleshooting
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Rail Car Repairers
26%
total discount
Sawing Machine Setters, Operators, and Tenders, Wood
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.
Sawing Machine Setters, Operators, and Tenders, Wood
2 of 15 at risk85%Inspect stock for imperfections or to estimate grades or qualities of stock or workpieces.
59%Examine logs or lumber to plan the best cuts.
45%Count, sort, or stack finished workpieces.
41%Set up, operate, or tend saws or machines that cut or trim wood to specified dimensions, such as circular saws, band saws, multiple-blade sawing machines, scroll saws, ripsaws, or crozer machines.
41%Trim lumber to straighten rough edges or remove defects, using circular saws.
Wage Comparison
Sawing Machine Setters, Operators, and Tenders, Wood earns -$25,730(-39%) vs Rail Car Repairers
Rail Car RepairersSawing Machine Setters, Operators, and Tenders, Wood
10th
$45,670$29,670
25th
$51,640$35,550
Median
$65,680$39,950
75th
$80,150$47,770
90th
$92,000$56,560
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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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