How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Direct ground traffic, including taxiing aircraft, maintenance or baggage vehicles, or airport workers.73
- Contact pilots by radio to provide meteorological, navigational, or other information.73
- Transfer control of departing flights to traffic control centers and accept control of arriving flights.72
- Direct pilots to runways when space is available or direct them to maintain a traffic pattern until there is space for them to land.72
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Monitor or direct the movement of aircraft within an assigned air space or on the ground at airports to minimize delays and maximize safety.01
- Maintain radio or telephone contact with adjacent control towers, terminal control units, or other area control centers to coordinate aircraft movement.02
- Transfer control of departing flights to traffic control centers and accept control of arriving flights.03
- Direct ground traffic, including taxiing aircraft, maintenance or baggage vehicles, or airport workers.04
- Inform pilots about nearby planes or potentially hazardous conditions, such as weather, speed and direction of wind, or visibility problems.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Commercial Pilots
Closely related work
Compare these careers →Airline Pilots, Copilots, and Flight Engineers
Closely related work
Compare these careers →Railroad Conductors and Yardmasters
Closely related work
Compare these careers →Aircraft Cargo Handling Supervisors
Closely related work
Compare these careers →Traffic Technicians
Related work
Compare these careers →Locomotive Engineers
Related work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
