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Occupation · 2026 assessment

Spetsialist po obsluzhivaniyu i remontu ustroystv zheleznodorozhnoy avtomatiki i telemekhaniki

Spetsialist po obsluzhivaniyu i remontu ustroystv zheleznodorozhnoy avtomatiki i telemekhaniki is an occupation responsible for safe movement, vehicle operation or technical readiness of rolling stock. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

47%2026
51%2028
56%2030
64%2035

Which tasks are exposed

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

TaskRisk
Diagnostics using fault codes and telemetry50%
Planning scheduled maintenance57%
Physical repair of a non-standard fault44%
Route building and time estimation60%
Preparing trip documentation66%
Monitoring telemetry and vehicle condition48%
Operating on a standard route69%
Responding to emergency or unusual conditions44%

Task map

AI replaces ↔ AI augments

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

  1. 1Diagnostics using fault codes and telemetryAI 50% · human 54%
  2. 2Planning scheduled maintenanceAI 57% · human 59%
  3. 3Physical repair of a non-standard faultAI 44% · human 52%
  4. 4Route building and time estimationAI 60% · human 51%
  5. 5Preparing trip documentationAI 66% · human 52%
  6. 6Monitoring telemetry and vehicle conditionAI 48% · human 53%
  7. 7Operating on a standard routeAI 69% · human 54%
  8. 8Responding to emergency or unusual conditionsAI 44% · human 65%

Why technology can change this work

  • predictive diagnostics identify likely failure points in advance
  • 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

  • physical diagnosis, repair and post-intervention equipment validation
  • 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$5 800per month
2035$7 850scenario estimate
2026: $5 80020262027: $6 00020272028: $6 20020282029: $6 40020292030: $6 65020302031: $6 85020312032: $7 10020322033: $7 35020332034: $7 60020342035: $7 8502035
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%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
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 Ship Operations Specialist

Skill fit 87% · risk 14%

Search jobs ↗

Skills you already have

  • fault finding
  • maintenance
  • safe equipment work
  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge

Skills to build

  • predictive maintenance
  • telemetry-based diagnostics
  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentSpetsialist po obsluzhivaniyu i remontu ustroystv zheleznodorozhnoy avtomatiki i telemekhaniki · 47%
→
Keepfault finding · maintenance · safe equipment work
→
Addpredictive maintenance · telemetry-based diagnostics · autonomous-system supervision

Sources and update

Updated: 2026-09-26 · 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.