Medium AI Risk Slow Growth

Rail-track laying and maintenance equipment operators

SOC Code: 47-4061

Rail-track laying and maintenance equipment operators carries a 25% AI exposure score (Medium automation risk), with a median annual wage of $67,370 and +1.6% projected employment growth from 2024 to 2034 (BLS), affecting approximately 15,000 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
25% Medium

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

Projected Growth
+1.6%
2024–2034 (BLS)
+200 jobs
Median Annual Wage
$67,370
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

15,000
Employment 2024
15,300
Projected 2034
+1.6%
Change (%)
+200
Change (jobs)

Occupation Insight

Rail-track laying and maintenance equipment operators (SOC 47-4061) carries an AI exposure score of 25%, 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 15,000 workers in this occupation in 2024, and projects a +1.6% change through 2034 — modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $67,370, 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-track laying and maintenance equipment operators. 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
Moderate-term on-the-job training

Top Tasks (O*NET)

  1. 1. Patrol assigned track sections so that damaged or broken track can be located and reported.
  2. 2. Repair or adjust track switches, using wrenches and replacement parts.
  3. 3. Weld sections of track together, such as switch points and frogs.
  4. 4. Observe leveling indicator arms to verify levelness and alignment of tracks.
  5. 5. Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.
  6. 6. Operate track wrenches to tighten or loosen bolts at joints that hold ends of rails together.
  7. 7. String and attach wire-guidelines machine to rails so that tracks or rails can be aligned or leveled.
  8. 8. Cut rails to specified lengths, using rail saws.
  9. 9. Lubricate machines, change oil, or fill hydraulic reservoirs to specified levels.
  10. 10. Drill holes through rails, tie plates, or fishplates for insertion of bolts or spikes, using power drills.

Key Skills Required

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

Knowledge Areas

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

Frequently Asked Questions

Will AI replace Rail-track laying and maintenance equipment operators?

Rail-track laying and maintenance equipment operators has an AI exposure score of 25%, 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-track laying and maintenance equipment operators?

According to BLS Employment Projections 2024-2034, Rail-track laying and maintenance equipment operators is projected to grow by 1.6% over the decade. Current employment stands at approximately 15,000 workers.

What skills are needed for Rail-track laying and maintenance equipment operators?

Key skills for Rail-track laying and maintenance equipment operators include Operations Monitoring, Operation and Control, Equipment Maintenance, and others. Typical entry-level education is High school diploma or equivalent.

How much do Rail-track laying and maintenance equipment operators earn?

The median annual wage for Rail-track laying and maintenance equipment operators is $67,370, 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-track laying and maintenance equipment operators?

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

Which companies employ Rail-track laying and maintenance equipment operators?

Rail-track laying and maintenance equipment operators 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

1.3
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