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Occupation · 2026 assessment

Moryak

Moryak 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.

44%2026
48%2028
53%2030
61%2035

Which tasks are exposed

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

TaskRisk
Route building and time estimation58%
Preparing trip documentation64%
Monitoring telemetry and vehicle condition46%
Operating on a standard route67%
Responding to emergency or unusual conditions42%
Accountability for passengers, cargo and safety25%

Task map

AI replaces ↔ AI augments

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

  1. 1Route building and time estimationAI 58% · human 53%
  2. 2Preparing trip documentationAI 64% · human 54%
  3. 3Monitoring telemetry and vehicle conditionAI 46% · human 55%
  4. 4Operating on a standard routeAI 67% · human 56%
  5. 5Responding to emergency or unusual conditionsAI 42% · human 67%
  6. 6Accountability for passengers, cargo and safetyAI 25% · human 72%

Why technology can change this work

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

What protects the occupation

  • 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 150per month
2035$6 950scenario estimate
2026: $5 15020262027: $5 35020272028: $5 50020282029: $5 70020292030: $5 90020302031: $6 10020312032: $6 30020322033: $6 50020332034: $6 75020342035: $6 9502035
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%

Drone Traffic Manager

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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 83% · risk 14%

Search jobs ↗

Skills you already have

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

Skills to build

  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentMoryak · 44%
→
Keeptraffic-situation assessment · safe operation · route and regulation knowledge
→
Addautonomous-system supervision · vehicle telemetry · remote vehicle assistance

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.