Railroad brake, signal, and switch operators and locomotive firers
SOC Code: 53-4022
Railroad brake, signal, and switch operators and locomotive firers carries a 42% AI exposure score (High automation risk), with a median annual wage of $65,480 and +1.0% projected employment growth from 2024 to 2034 (BLS), affecting approximately 11,000 workers. Full task breakdown, skills, and employer data are below.
Proportion of tasks susceptible to AI automation (O*NET analysis)
At 42% AI exposure, Railroad brake, signal, and switch operators and locomotive firers sits 5 points above the 37.2% average across 832 U.S. occupations - more exposed than 75% of them. Most of its core tasks still require human judgment.
Where Railroad brake, signal, and switch operators and locomotive firers sits among all occupations
AI-exposure score distribution across 832 U.S. occupations (O*NET task analysis). This occupation is marked in rose.
Railroad brake, signal, and switch operators and locomotive firers has ai exposure of 42%. Distribution: 1 occupations at 0-10%; 43 occupations at 10-20%; 184 occupations at 20-30%; 332 occupations at 30-40%; 158 occupations at 40-50%; 64 occupations at 50-60%; 29 occupations at 60-70%; 15 occupations at 70-80%; 5 occupations at 80-90%; 1 occupations at 90-100%.
Source: O*NET task data (U.S. Department of Labor); AI-exposure scores are PlainWorkforce's analysis. As of BLS 2024–2034.
Railroad brake, signal, and switch operators and locomotive firers vs. its occupational neighbors
AI exposure (horizontal) vs projected 2024–2034 growth (vertical) for occupations in the same SOC group. Railroad brake, signal, and switch operators and locomotive firers is marked in rose; the top-left corner is the most future-proof.
Source: BLS Employment Projections 2024–2034 (growth) and O*NET (AI-exposure analysis by PlainWorkforce).
Employment Projections
Occupation Insight
Railroad brake, signal, and switch operators and locomotive firers (SOC 53-4022) carries an AI exposure score of 42%, placing it in the High 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 in the 40–70% range indicates meaningful automation pressure on specific task categories, but the role as a whole still requires human judgment for coordination, exception handling, or client interaction.
The economic context matters alongside the risk score. BLS counted approximately 11,000 workers in this occupation in 2024, and projects a +1.0% change through 2034 - modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $65,480, 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 Railroad brake, signal, and switch operators and locomotive firers. 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
Top Tasks (O*NET)
- 1. Observe train signals along routes and verify their meanings for engineers.
- 2. Signal locomotive engineers to start or stop trains when coupling or uncoupling cars, using hand signals, lanterns, or radio communication.
- 3. Operate and drive locomotives, diesel switch engines, dinkey engines, flatcars, and railcars in train yards and at industrial sites.
- 4. Pull or push track switches to reroute cars.
- 5. Observe signals from other crew members so that work activities can be coordinated.
- 6. Monitor trains as they go around curves to detect dragging equipment and smoking journal boxes.
- 7. Inspect couplings, air hoses, journal boxes, and handbrakes to ensure that they are securely fastened and functioning properly.
- 8. Observe tracks from left sides of locomotives to detect obstructions on tracks.
- 9. Operate locomotives in emergency situations.
- 10. Raise levers to couple and uncouple cars for makeup and breakup of trains.
Key Skills Required
- Monitoring
- Operations Monitoring
- Active Listening
- Critical Thinking
- Operation and Control
- Reading Comprehension
- Social Perceptiveness
- Coordination
- Judgment and Decision Making
- Time Management
Knowledge Areas
- Transportation
- Public Safety and Security
- Mechanical
- English Language
- Customer and Personal Service
- Law and Government
- Education and Training
- Telecommunications
- Psychology
- Mathematics
Frequently Asked Questions
Will AI replace Railroad brake, signal, and switch operators and locomotive firers?
Railroad brake, signal, and switch operators and locomotive firers has an AI exposure score of 42%, indicating a high level of automation risk. Some tasks in this role can be augmented or partially automated by AI, but core responsibilities require human judgment.
What is the job outlook for Railroad brake, signal, and switch operators and locomotive firers?
According to BLS Employment Projections 2024-2034, Railroad brake, signal, and switch operators and locomotive firers is projected to grow by 1.0% over the decade. Current employment stands at approximately 11,000 workers.
What skills are needed for Railroad brake, signal, and switch operators and locomotive firers?
Key skills for Railroad brake, signal, and switch operators and locomotive firers include Monitoring, Operations Monitoring, Active Listening, and others. Typical entry-level education is High school diploma or equivalent.
How much do Railroad brake, signal, and switch operators and locomotive firers earn?
The median annual wage for Railroad brake, signal, and switch operators and locomotive firers is $65,480, 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 Railroad brake, signal, and switch operators and locomotive firers?
The typical entry-level education for Railroad brake, signal, and switch operators and locomotive firers 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 Railroad brake, signal, and switch operators and locomotive firers?
Railroad brake, signal, and switch operators and locomotive firers 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
High automation risk based on 10 analyzed tasks. A moderate share of tasks may be augmented by AI tools.
Related Occupations
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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).