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.
- Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.72
- Coordinate work with that of engineers, technicians, and other aircraft maintenance personnel.71
- Interpret flight test data to diagnose malfunctions and systemic performance problems.70
- Operate computer-aided drafting and design applications to design avionics system modifications.67
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.
- Assemble components such as switches, electrical controls, and junction boxes, using hand tools or soldering irons.01
- Assemble prototypes or models of circuits, instruments, and systems for use in testing.02
- Adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons.03
- Install electrical and electronic components, assemblies, and systems in aircraft, using hand tools, power tools, or soldering irons.04
- Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Aerospace Engineering and Operations Technologists and Technicians
Closely related work
Compare these careers →Aircraft Mechanic
Closely related work
Compare these careers →Electro-Mechanical and Mechatronics Technologists and Technicians
Closely related work
Compare these careers →Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Closely related work
Compare these careers →Electrical and Electronics Repairers, Commercial and Industrial Equipment
Closely related work
Compare these careers →Electrical and Electronics Installers and Repairers, Transportation Equipment
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.
