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53-4099.00

Rail Transportation Workers, All Other

All rail transportation workers not listed separately.

5.5OUT OF 10SAFEHIGH RISK
Moderate Risk

AI will partially reshape this role

Safer than 56% of occupations we track

Frey & Osborne (2013) estimated 50% probability of automation for this role
paper →
56%
of jobs safer
445
jobs riskier than this
+3.9%
projected growth

Disruption Vector

Disruption Type

Physical Robots

Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.

AI-assisted rail operations monitoring tools improve efficiency for diverse rail support roles including conductors and train dispatchers, but physical operations on rail networks require human presence for safety and regulatory compliance. The variety of roles in this category ranges from car inspectors to yard workers; those doing physical inspection and car handling are more resilient than those doing primarily signal monitoring or paperwork. Through 2027 AI will reduce back-office rail administration roles while physical rail operations remain substantially human.

Disrupted byBoston DynamicsAmazon RoboticsTesla Optimus

Salary & Job Outlook

Median Annual Pay
$49,330
US Bureau of Labor Statistics
10-Year Job Growth
+3.9%
As fast as average
Education Required
High school diploma or equivalent
Job Zone 3 / 5

AI Risk Timeline

5.5
5.8
6.1
6.7
Today
5 Years
10 Years
20 Years

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)
AI-resistant (2)
Mixed
Active Listening75%
Speaking72%
Service Orientation70%
Coordination68%
Time Management65%

Career Pivot Paths

If you're a Rail Transportation Workers, All Other, consider pivoting toward these lower-risk roles:

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Rail Transportation Workers, All Other

5.5
/ 10
Moderate Risk
55% automation risk

"Safe-ish. AI is your coworker, not your replacement. Yet."

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RAIL TRANSPORTATION WORKERS, ALL OTHER
5.5

/ 10

MODERATE RISK

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You're safer than a Highway Maintenance Workers but riskier than a Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →