Will aerospace technicians be replaced by AI?
Updated
Aerospace technicians score 35 of 100 for AI exposure. The largest share of their task time, 70%, is work AI speeds up while they stay in charge. The other 30% stays with people.
- 70% AI helps
- 30% Needs a person
Moderate exposure
Lower than 54% of the 923 occupations we scored.
Task by task
We graded 11 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 7 and leaves 4 to people.
| Task | AI exposure |
|---|---|
| Record and interpret test data on parts, assemblies, and mechanisms. AI can parse and interpret logged test data quickly. | 55% AI helps |
| Design electrical and mechanical systems for avionic instrumentation applications. AI speeds design drafting and calculations; engineers validate and certify. | 50% AI helps |
| Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications. AI drafts test plans and parameter lists; setup stays physical. | 45% AI helps |
| Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis. AI writes acquisition scripts and analysis code; calibration stays manual. | 40% AI helps |
| Confer with engineering personnel regarding details and implications of test procedures and results. Live engineering discussions stay human; AI preps summaries and briefings. | 30% AI helps |
| Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters. Physical aircraft checkouts; AI aids procedures and result logging. | 25% AI helps |
| Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. Physical inspection dominates; AI helps with fault diagnosis. | 25% AI helps |
| Adjust, repair, or replace faulty components of test setups and equipment. Repairing and replacing physical components needs hands on work. | 15% Needs a person |
| Construct and maintain test facilities for aircraft parts and systems, according to specifications. Building and maintaining test facilities is physical site work. | 10% Needs a person |
| Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments. Fabricating and installing parts with tools is physical work. | 8% Needs a person |
| Finish vehicle instrumentation and deinstrumentation. Installing and removing sensors on vehicles is physical work. | 8% Needs a person |
How aerospace technicians compare
All occupations (923)
Architecture and engineering (56)
Pay and outlook in the US
- Median pay
- $82,890 a year, May 2025
- People employed
- 11,280 in the US, May 2025
- Projected change in jobs
- +11.9% from 2024 to 2034
Skills to build
- Write data acquisition and analysis scripts in Python
- Interpret logged test data and results in Microsoft Excel
- Calibrate test instruments and sensors manually on site
- Draft test plans and parameter lists in Microsoft Word
- Brief engineers on test results in Microsoft PowerPoint
- Perform pre- and post-operational aircraft checkouts on site
Safer roles nearby
5 related occupations with lower scores.
Questions about aerospace technicians and AI
Will AI replace aerospace technicians?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly recording and interpreting test data and drafting test plans. Physical setup, calibration and fabrication stay with people because they need hands on the equipment and the aircraft.
Which aerospace technician tasks is AI taking over?
The most exposed task is recording and interpreting test data, with an exposure score of 55, because AI can parse logged results quickly. Designing avionic instrumentation scores 50, since AI speeds drafting and calculations while engineers still validate and certify the final design.
Which aerospace technician tasks stay with people?
Fabricating and installing test parts, finishing vehicle instrumentation, and repairing faulty test components score between 8 and 15 on exposure. These tasks stay with technicians because they need hands, hand tools and physical access to real hardware.
How can aerospace technicians stay valuable as AI spreads?
Write acquisition and analysis scripts in Python to speed up each test cycle. Take responsibility for calibration, sensor installation and aircraft checkouts manually, since those need a person at the equipment. Use Microsoft Project and SAP to track test schedules and parts.
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