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Occupation · 2026 assessment

Aircraft Technician

The Aircraft Technician role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

30%2026
36%2028
42%2030
51%2035

Which tasks are exposed

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

TaskRisk
Diagnostics using fault codes and telemetry34%
Planning scheduled maintenance38%
Physical repair of a non-standard fault23%
Route building and time estimation41%
Preparing trip documentation45%
Monitoring telemetry and vehicle condition32%
Operating on a standard route46%
Responding to emergency or unusual conditions23%

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 34% · human 71%
  2. 2Planning scheduled maintenanceAI 38% · human 77%
  3. 3Physical repair of a non-standard faultAI 23% · human 71%
  4. 4Route building and time estimationAI 41% · human 69%
  5. 5Preparing trip documentationAI 45% · human 71%
  6. 6Monitoring telemetry and vehicle conditionAI 32% · human 71%
  7. 7Operating on a standard routeAI 46% · human 73%
  8. 8Responding to emergency or unusual conditionsAI 23% · human 84%

Why technology can change this work

  • predictive diagnostics identify likely failure points in advance
  • 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

  • physical diagnosis, repair and post-intervention equipment validation
  • responsibility for passenger and cargo safety
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 250per month
2035$5 750scenario estimate
2026: $4 25020262027: $4 40020272028: $4 55020282029: $4 70020292030: $4 85020302031: $5 00020312032: $5 20020322033: $5 35020332034: $5 55020342035: $5 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.

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

  • 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
CurrentAircraft Technician · 30%
→
Keepfault finding · maintenance · safe equipment work
→
Addpredictive maintenance · telemetry-based diagnostics · autonomous-system supervision

Sources and update

Updated: 2026-09-25 · 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.