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Occupation · 2026 assessment

Tekhnik-sudomekhanik

Tekhnik-sudomekhanik 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.

48%2026
52%2028
57%2030
65%2035

Which tasks are exposed

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

TaskRisk
Diagnostics using fault codes and telemetry51%
Planning scheduled maintenance58%
Physical repair of a non-standard fault45%
Route building and time estimation61%
Preparing trip documentation67%
Monitoring telemetry and vehicle condition49%
Operating on a standard route70%
Responding to emergency or unusual conditions45%

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 51% · human 53%
  2. 2Planning scheduled maintenanceAI 58% · human 58%
  3. 3Physical repair of a non-standard faultAI 45% · human 51%
  4. 4Route building and time estimationAI 61% · human 50%
  5. 5Preparing trip documentationAI 67% · human 51%
  6. 6Monitoring telemetry and vehicle conditionAI 49% · human 52%
  7. 7Operating on a standard routeAI 70% · human 53%
  8. 8Responding to emergency or unusual conditionsAI 45% · human 64%

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$4 150per month
2035$5 600scenario estimate
2026: $4 15020262027: $4 30020272028: $4 45020282029: $4 60020292030: $4 75020302031: $4 90020312032: $5 05020322033: $5 25020332034: $5 40020342035: $5 6002035
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.

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

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 Remote Assistance Specialist

Emerging role
New role risk29%
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 ↗

Autonomous Vehicle Remote Assistance Specialist

Skill fit 81% · risk 29%

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
CurrentTekhnik-sudomekhanik · 48%
→
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.