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Occupation · 2026 assessment

Menedzher po aviaperevozkam

Menedzher po aviaperevozkam is an occupation responsible for safety, technical readiness or coordination of flights and aviation operations. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

35%2026
38%2028
42%2030
48%2035

Which tasks are exposed

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

TaskRisk
Route building and time estimation53%
Preparing trip documentation55%
Monitoring telemetry and vehicle condition41%
Operating on a standard route52%
Responding to emergency or unusual conditions27%
Accountability for passengers, cargo and safety7%

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 53% · human 68%
  2. 2Preparing trip documentationAI 55% · human 71%
  3. 3Monitoring telemetry and vehicle conditionAI 41% · human 71%
  4. 4Operating on a standard routeAI 52% · human 75%
  5. 5Responding to emergency or unusual conditionsAI 27% · human 86%
  6. 6Accountability for passengers, cargo and safetyAI 7% · human 92%

Why technology can change this work

  • 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

  • responsibility for passenger and cargo safety
  • response to unusual road conditions
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 050per month
2035$8 750scenario estimate
2026: $6 05020262027: $6 30020272028: $6 55020282029: $6 85020292030: $7 15020302031: $7 40020312032: $7 75020322033: $8 05020332034: $8 40020342035: $8 7502035
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 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

  • 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
CurrentMenedzher po aviaperevozkam · 35%
→
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.