Will AI replace Aerospace Engineering and Operations Technologists and Technicians?

AI can do 46% of the work Aerospace Engineering and Operations Technologists and Technicians do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 5 of them. Robots can technically handle 2 physical tasks. 4 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next5 · 46% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.13% of time
  • Record and interpret test data on parts, assemblies, and mechanisms.12% of time
  • Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.10% of time
  • Confer with engineering personnel regarding details and implications of test procedures and results.9% of time
  • Design electrical and mechanical systems for avionic instrumentation applications.3% of time

Robots can technically do this2 · 23% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.Robots: purpose built settings17% of time
  • Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.Robots: purpose built settings6% of time

Still needs a person4 · 31% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.14% of time
  • Adjust, repair, or replace faulty components of test setups and equipment.8% of time
  • Finish vehicle instrumentation and deinstrumentation.5% of time
  • Construct and maintain test facilities for aircraft parts and systems, according to specifications.4% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 0 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Get ahead on the 5 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 2 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 4 tasks that stay human. This is where your judgment, skill and relationships matter most.
Civil Engineering Technologists and Technicians65%Electrical and Electronic Engineering Technologists and Technicians46%Electro-Mechanical and Mechatronics Technologists and Technicians30%Robotics Technicians38%Environmental Engineering Technologists and Technicians60%Industrial Engineering Technologists and Technicians61%

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