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Occupation · 2026 assessment

Assistant Train Driver

The Assistant Train Driver role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

54%2026
58%2028
62%2030
68%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Operating along a predictable route73%
Monitoring vehicle state through telemetry56%
Decisions in emergency or unpredictable conditions33%
Route building and time estimation65%
Preparing trip documentation69%
Monitoring telemetry and vehicle condition56%
Operating on a standard route70%
Responding to emergency or unusual conditions47%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Operating along a predictable routeAI 73% · human 38%
  2. 2Monitoring vehicle state through telemetryAI 56% · human 54%
  3. 3Decisions in emergency or unpredictable conditionsAI 33% · human 53%
  4. 4Route building and time estimationAI 65% · human 45%
  5. 5Preparing trip documentationAI 69% · human 47%
  6. 6Monitoring telemetry and vehicle conditionAI 56% · human 47%
  7. 7Operating on a standard routeAI 70% · human 49%
  8. 8Responding to emergency or unusual conditionsAI 47% · human 60%

Why technology can change this work

  • autopilot gradually takes control in constrained, well-mapped environments
  • routing and dispatch are already algorithmically optimized
  • repeatable physical work can shift to robots in prepared environments
  • driver-assistance systems take more control functions
  • autonomous transport is advancing in predictable environments

What protects the occupation

  • operation in bad weather, road works and unpredictable human behavior
  • responsibility for passenger and cargo safety
  • response to unusual road conditions
  • work in mixed human-machine-infrastructure environments

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$4 250per month
2035$5 750scenario estimate
2026: $4 25020262027: $4 40020272028: $4 55020282029: $4 70020292030: $4 85020302031: $5 00020312032: $5 20020322033: $5 35020332034: $5 55020342035: $5 7502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Autonomous Vehicle Remote Assistance Specialist

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Drone Traffic Manager

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Autonomous Vehicle Remote Assistance Specialist

Skill fit 83% · risk 29%

Search jobs ↗

Skills you already have

  • spatial attention
  • emergency response
  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge
  • fault response

Skills to build

  • remote autonomous-vehicle supervision
  • telemetry work
  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentAssistant Train Driver · 54%
→
Keepspatial attention · emergency response · traffic-situation assessment
→
Addremote autonomous-vehicle supervision · telemetry work · autonomous-system supervision

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.