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Occupation · 2026 assessment

Rukovoditel rybnogo khozyaystva

Rukovoditel rybnogo khozyaystva 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
Collecting metrics and preparing management reports59%
Resource planning and scenario modelling47%
People, conflict and accountability decisions28%
Operating along a predictable route72%
Monitoring vehicle state through telemetry48%
Decisions in emergency or unpredictable conditions27%
Route building and time estimation60%
Preparing trip documentation66%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting metrics and preparing management reportsAI 59% · human 61%
  2. 2Resource planning and scenario modellingAI 47% · human 56%
  3. 3People, conflict and accountability decisionsAI 28% · human 66%
  4. 4Operating along a predictable routeAI 72% · human 43%
  5. 5Monitoring vehicle state through telemetryAI 48% · human 60%
  6. 6Decisions in emergency or unpredictable conditionsAI 27% · human 59%
  7. 7Route building and time estimationAI 60% · human 51%
  8. 8Preparing trip documentationAI 66% · human 52%

Why technology can change this work

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

What protects the occupation

  • accountability for people, priorities and conflicting interests
  • 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$6 250per month
2035$8 450scenario estimate
2026: $6 25020262027: $6 45020272028: $6 70020282029: $6 90020292030: $7 15020302031: $7 40020312032: $7 65020322033: $7 90020332034: $8 15020342035: $8 4502035
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 Vehicle Remote Assistance Specialist

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Drone Traffic Manager

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Robotics Maintenance Planner

Emerging role
New role risk15%
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 Vehicle Remote Assistance Specialist

Skill fit 87% · risk 29%

Search jobs ↗

Autonomous Ship Operations Specialist

Skill fit 81% · risk 14%

Search jobs ↗

Skills you already have

  • goal setting
  • people management
  • resource allocation
  • spatial attention
  • emergency response
  • traffic-situation assessment

Skills to build

  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
  • autonomous-system supervision
  • vehicle telemetry
CurrentRukovoditel rybnogo khozyaystva · 47%
→
Keepgoal setting · people management · resource allocation
→
AddAI-enabled team management · auditing AI management recommendations · remote autonomous-vehicle 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.