Occupation · 2026 assessment

Rukovoditel izobrazitelnoy deyatelnosti v doshkolnykh uchrezhdeniyakh

Rukovoditel izobrazitelnoy deyatelnosti v doshkolnykh uchrezhdeniyakh 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.

43%2026
47%2028
52%2030
60%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports55%
Resource planning and scenario modelling43%
People, conflict and accountability decisions24%
Operating along a predictable route68%
Monitoring vehicle state through telemetry44%
Decisions in emergency or unpredictable conditions23%
Route building and time estimation56%
Preparing trip documentation62%

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 55% · human 65%
  2. 2Resource planning and scenario modellingAI 43% · human 60%
  3. 3People, conflict and accountability decisionsAI 24% · human 70%
  4. 4Operating along a predictable routeAI 68% · human 47%
  5. 5Monitoring vehicle state through telemetryAI 44% · human 64%
  6. 6Decisions in emergency or unpredictable conditionsAI 23% · human 63%
  7. 7Route building and time estimationAI 56% · human 55%
  8. 8Preparing trip documentationAI 62% · human 56%

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 400per month
2035$8 650scenario estimate
2026: $6 40020262027: $6 60020272028: $6 85020282029: $7 10020292030: $7 30020302031: $7 55020312032: $7 80020322033: $8 10020332034: $8 35020342035: $8 6502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

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 85% · 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 izobrazitelnoy deyatelnosti v doshkolnykh uchrezhdeniyakh · 43%
→
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.