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Occupation · 2026 assessment

Airfield services Operations Manager

The Airfield services Operations Manager 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.

27%2026
33%2028
40%2030
49%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports37%
Resource planning and scenario modelling28%
People, conflict and accountability decisions7%
Operating along a predictable route46%
Monitoring vehicle state through telemetry29%
Decisions in emergency or unpredictable conditions6%
Route building and time estimation38%
Preparing trip documentation42%

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 37% · human 82%
  2. 2Resource planning and scenario modellingAI 28% · human 76%
  3. 3People, conflict and accountability decisionsAI 7% · human 87%
  4. 4Operating along a predictable routeAI 46% · human 65%
  5. 5Monitoring vehicle state through telemetryAI 29% · human 81%
  6. 6Decisions in emergency or unpredictable conditionsAI 6% · human 80%
  7. 7Route building and time estimationAI 38% · human 72%
  8. 8Preparing trip documentationAI 42% · human 74%

Why technology can change this work

  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped 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
  • a large share of value comes from human judgement, trust or personal accountability
  • 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$7 450per month
2035$10 050scenario estimate
2026: $7 45020262027: $7 70020272028: $7 95020282029: $8 25020292030: $8 50020302031: $8 80020312032: $9 10020322033: $9 40020332034: $9 75020342035: $10 0502035
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%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Autonomous Vehicle Remote Assistance Specialist

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Drone Traffic Manager

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

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 83% · risk 29%

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
CurrentAirfield services Operations Manager · 27%
→
Keepgoal setting · people management · resource allocation
→
AddAI-enabled team management · auditing AI management recommendations · remote autonomous-vehicle 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.