Job Check
Aerospace Engineering and Operations Technologists and Technicians
Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.Mostly human for now
- 02Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.AI could speed this up, with extra tools
- 03Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.AI could speed this up, with extra tools
- 04Confer with engineering personnel regarding details and implications of test procedures and results.AI could speed this up, with extra tools
- 05Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.AI could speed this up a lot
- 06Record and interpret test data on parts, assemblies, and mechanisms.AI could speed this up, with extra tools
- 07Adjust, repair, or replace faulty components of test setups and equipment.Mostly human for now
- 08Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.Mostly human for now
- 09Finish vehicle instrumentation and deinstrumentation.Mostly human for now
- 10Construct and maintain test facilities for aircraft parts and systems, according to specifications.Mostly human for now
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
33%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 75% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 61% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.
- Finish vehicle instrumentation and deinstrumentation.
- Adjust, repair, or replace faulty components of test setups and equipment.