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AI Work Index

Headline risk

9%

Low Risk

Rail car repairers

United States AI Work IndexISCO 5112title_match

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

17.9 current · 18.4 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $66K

Median annual wage

Demand 3%

Projected employment change over 10 years

Preparation Zone 2

Typical preparation needed for this occupation

Occupation profile

Diagnose, adjust, repair, or overhaul railroad rolling stock, mine cars, or mass transit rail cars.

Task evidence

100% weighted task match · 0% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 65,680

Employment 2024

17.9K

Projected Change (2024–34)

2.8%

Openings (2024–34)

1.5K

Wage distribution

Bottom 10%: USD 45,67025th pctl: USD 51,640Median: USD 65,68075th pctl: USD 80,150Top 10%: USD 92,000

Demand outlook

Overall employment of heavy vehicle and mobile equipment service technicians is projected to grow 6 percent from 2024 to 2034, faster than the average for all occupations.

Education: High school diploma or equivalent Experience: None

Role Profile

Fine motorDetail orientedMechanical

Tasks

  • 1. Inspect components such as bearings, seals, gaskets, wheels, and coupler assemblies to determine if repairs are needed. AI use: 0%
  • 2. Record conditions of cars, and repair and maintenance work performed or to be performed. AI use: 0%
  • 3. Remove locomotives, car mechanical units, or other components, using pneumatic hoists and jacks, pinch bars, hand tools, and cutting torches. AI use: 0%
  • 4. Adjust repaired or replaced units as needed to ensure proper operation. AI use: 0%
  • 5. Repair or replace defective or worn parts such as bearings, pistons, and gears, using hand tools, torque wrenches, power tools, and welding equipment. AI use: 0%
  • 6. Test units for operability before and after repairs. AI use: 0%

Technologies

Adobe AcrobatMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft Windows

Requirements

License required: 5.1%License required: 94.9%Certificate: <10%Certificate: >90%

Work context

Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets 4.9/5
Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls 4.9/5
Spend Time Standing 4.6/5
Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable 4.6/5
Face-to-Face Discussions with Individuals and Within Teams 4.5/5
Exposed to Contaminants 4.5/5

Worker profile

Median age 45.6 · 52K employed

Under 25: 4% · 25–54: 67% · 55+: 27%

Related

No direct US role match is available yet for this occupation.