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Occupation · 2026 assessment

Airfield services Analyst

The Airfield services Analyst 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.

40%2026
45%2028
51%2030
58%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data54%
Creating standard reports and visualizations47%
Forming conclusions and checking causality26%
Route building and time estimation51%
Preparing trip documentation55%
Monitoring telemetry and vehicle condition42%
Operating on a standard route56%
Responding to emergency or unusual conditions33%

Task map

AI replaces ↔ AI augments

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

  1. 1Cleaning, joining and preparing dataAI 54% · human 54%
  2. 2Creating standard reports and visualizationsAI 47% · human 57%
  3. 3Forming conclusions and checking causalityAI 26% · human 72%
  4. 4Route building and time estimationAI 51% · human 59%
  5. 5Preparing trip documentationAI 55% · human 61%
  6. 6Monitoring telemetry and vehicle conditionAI 42% · human 61%
  7. 7Operating on a standard routeAI 56% · human 63%
  8. 8Responding to emergency or unusual conditionsAI 33% · human 74%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • 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

  • choosing the right question and checking causality rather than correlation alone
  • 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$4 750per month
2035$6 400scenario estimate
2026: $4 75020262027: $4 90020272028: $5 10020282029: $5 25020292030: $5 45020302031: $5 60020312032: $5 80020322033: $6 00020332034: $6 20020342035: $6 4002035
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 Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
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 Ship Operations Specialist

Skill fit 87% · risk 14%

Search jobs ↗

Skills you already have

  • analytical question framing
  • metric interpretation
  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge
  • fault response

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentAirfield services Analyst · 40%
→
Keepanalytical question framing · metric interpretation · traffic-situation assessment
→
AddSQL and data preparation · visualization and forecasting · 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.