Medium AI Risk Average

Rail car repairers

SOC Code: 49-3043

Rail car repairers carries a 22% AI exposure score (Medium automation risk), with a median annual wage of $65,680 and +2.8% projected employment growth from 2024 to 2034 (BLS), affecting approximately 17,900 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
22% Medium

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
+2.8%
2024–2034 (BLS)
+500 jobs
Median Annual Wage
$65,680
BLS May 2024
How wage figures are sourced →

AI Exposure vs Industry Growth

Workforce demand by occupation Sanctioned bespoke signature viz (@signature-viz, KIZ-799) showing occupation-level workforce demand from BLS OEWS data. Pure SVG, no external dependencies.Projected Growth 2024-2034 (BLS)Technology+12.8%Healthcare+10.2%Professional+7.8%Education+5.8%Construction+4.5%Finance+4.6%Logistics+3.2%Government+1.2%Manufacturing-2.1%Retail-3.4%
National AI Exposure
40%
Average across all occupations
Avg Wage Growth
+3.2%
Median annual wage change
High-Risk Roles
127
Occupations with >70% AI exposure

Total occupations tracked

832

Covering all SOC major groups

Data currency

2024

BLS Employment Projections

AI exposure avg

40%

Fleet-wide median across all roles

Methodology confidence 92.0%
Industry standard

Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.

Employment Projections

17,900
Employment 2024
18,400
Projected 2034
+2.8%
Change (%)
+500
Change (jobs)

Occupation Insight

Rail car repairers (SOC 49-3043) carries an AI exposure score of 22%, placing it in the Medium automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.

The economic context matters alongside the risk score. BLS counted approximately 17,900 workers in this occupation in 2024, and projects a +2.8% change through 2034 — modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $65,680, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus None of related experience.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Rail car repairers. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Long-term on-the-job training

Top Tasks (O*NET)

  1. 1. Record conditions of cars, and repair and maintenance work performed or to be performed.
  2. 2. Inspect components such as bearings, seals, gaskets, wheels, and coupler assemblies to determine if repairs are needed.
  3. 3. Repair or replace defective or worn parts such as bearings, pistons, and gears, using hand tools, torque wrenches, power tools, and welding equipment.
  4. 4. Inspect the interior and exterior of rail cars coming into rail yards to identify defects and to determine the extent of wear and damage.
  5. 5. Remove locomotives, car mechanical units, or other components, using pneumatic hoists and jacks, pinch bars, hand tools, and cutting torches.
  6. 6. Test units for operability before and after repairs.
  7. 7. Adjust repaired or replaced units as needed to ensure proper operation.
  8. 8. Repair and maintain electrical and electronic controls for propulsion and braking systems.
  9. 9. Disassemble units such as water pumps, control valves, and compressors so that repairs can be made.
  10. 10. Repair, fabricate, and install steel or wood fittings, using blueprints, shop sketches, and instruction manuals.

Key Skills Required

  • Troubleshooting
  • Repairing
  • Equipment Maintenance
  • Critical Thinking
  • Operations Monitoring
  • Quality Control Analysis
  • Operation and Control
  • Active Listening
  • Speaking
  • Reading Comprehension

Knowledge Areas

  • Mechanical
  • Production and Processing
  • Design
  • Administration and Management
  • Building and Construction
  • Engineering and Technology
  • Transportation
  • Mathematics
  • Public Safety and Security
  • Customer and Personal Service

Frequently Asked Questions

Will AI replace Rail car repairers?

Rail car repairers has an AI exposure score of 22%, indicating a medium level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.

What is the job outlook for Rail car repairers?

According to BLS Employment Projections 2024-2034, Rail car repairers is projected to grow by 2.8% over the decade. Current employment stands at approximately 17,900 workers.

What skills are needed for Rail car repairers?

Key skills for Rail car repairers include Troubleshooting, Repairing, Equipment Maintenance, and others. Typical entry-level education is High school diploma or equivalent.

How much do Rail car repairers earn?

The median annual wage for Rail car repairers is $65,680, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Rail car repairers?

The typical entry-level education for Rail car repairers is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Long-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Rail car repairers?

Rail car repairers roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

1.1
out of 5.0

Medium automation risk based on 10 analyzed tasks. Most tasks require human judgment and are resistant to automation.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Related

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce Editorial