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AI Work Index

Headline risk

8%

Low Risk

Railroad conductors and yardmasters

United States AI Work IndexISCO 5311title_match

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

36.8 current · 37.2 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $74K

Median annual wage

Demand 1%

Projected employment change over 10 years

Preparation Zone 2

Typical preparation needed for this occupation

Occupation profile

Coordinate activities of switch-engine crew within railroad yard, industrial plant, or similar location. Conductors coordinate activities of train crew on passenger or freight trains. Yardmasters review train schedules and switching orders and coordinate activities of workers engaged in railroad traffic operations, such as the makeup or breakup of trains and yard switching.

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 74,080

Employment 2024

36.8K

Projected Change (2024–34)

1.1%

Openings (2024–34)

3.1K

Wage distribution

Bottom 10%: USD 53,49025th pctl: USD 63,480Median: USD 74,08075th pctl: USD 82,060Top 10%: USD 103,350

Demand outlook

Overall employment of railroad workers is projected to show little or no change from 2024 to 2034.

Education: High school diploma or equivalent Experience: —

Role Profile

Detail orientedAdaptabilityProblem solving and decision making

Tasks

  • 1. Signal engineers to begin train runs, stop trains, or change speed, using telecommunications equipment or hand signals. AI use: 0%
  • 2. Receive information regarding train or rail problems from dispatchers or from electronic monitoring devices. AI use: 0%
  • 3. Confer with engineers regarding train routes, timetables, and cargoes, and to discuss alternative routes when there are rail defects or obstructions. AI use: 0%
  • 4. Receive instructions from dispatchers regarding trains' routes, timetables, and cargoes. AI use: 0%
  • 5. Direct engineers to move cars to fit planned train configurations, combining or separating cars to make up or break up trains. AI use: 0%
  • 6. Arrange for the removal of defective cars from trains at stations or stops. AI use: 0%

Technologies

Microsoft Office softwareMicrosoft ExcelMicrosoft OutlookMicrosoft PowerPointMicrosoft WordAutomated equipment identification AEI software

Requirements

License required: 35.5%License required: 64.5%Certificate: 25.9%Certificate: 74.1%

Work context

Face-to-Face Discussions with Individuals and Within Teams 4.9/5
Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets 4.8/5
Outdoors, Exposed to All Weather Conditions 4.7/5
Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable 4.7/5
Contact With Others 4.5/5
Work With or Contribute to a Work Group or Team 4.5/5

Worker profile

Median age 41.2 · 56K employed

Under 25: 13% · 25–54: 73% · 55+: 16%

Related

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