Will aviation inspectors be replaced by AI?
Updated
Aviation inspectors score 31 of 100 for AI exposure. 58% of their task time still needs a person. AI can do 18% today and speed up another 24%.
- 18% AI can do it
- 24% AI helps
- 58% Needs a person
Moderate exposure
Lower than 60% of the 923 occupations we scored.
Task by task
We graded 13 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 4 and leaves 7 to people.
| Task | AI exposure |
|---|---|
| Prepare and maintain detailed repair, inspection, investigation, and certification records and reports. Writing detailed records and reports is core AI strength. | 70% AI can do it |
| Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals. Checking logs against required intervals is structured document work. | 65% AI can do it |
| Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors. Researching and drafting policy changes is AI assisted, humans decide. | 45% AI helps |
| Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment. AI drafts exams and reviews curricula, oral exams stay live. | 45% AI helps |
| Recommend replacement, repair, or modification of aircraft equipment. Recommendations draw on documents but need engineering judgement. | 35% AI helps |
| Investigate air accidents and complaints to determine causes. Accident work mixes data analysis with wreckage and witness interviews. | 30% AI helps |
| Approve or deny issuance of certificates of airworthiness. Airworthiness approval carries legal signature and accountability. | 20% Needs a person |
| Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures. Observing mechanics hands on work needs physical presence. | 15% Needs a person |
| Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments. Hands on damage checks with tools need physical presence. | 10% Needs a person |
| Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls. Flight testing needs a pilot and aircraft in real conditions. | 6% Needs a person |
Show the other 3 tasks
| Task | AI exposure |
|---|---|
| Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs. Visual and physical inspection of gear and surfaces. | 5% Needs a person |
| Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions. Starting aircraft and reading live gauges requires physical presence. | 5% Needs a person |
| Examine aircraft access plates and doors for security. Checking door and plate security is a physical task. | 4% Needs a person |
How aviation inspectors compare
All occupations (923)
Transportation and material moving (52)
Pay and outlook in the US
- Median pay
- $92,100 a year, May 2025
- Projected change in jobs
- +2.2% from 2024 to 2034
Skills to build
- Run physical airworthiness checks on new and repaired aircraft
- Observe mechanics hands on repair work with checklists and test instruments
- Build competency exams and curriculum reviews in Microsoft Word
- Audit maintenance records and flight logs in Microsoft Excel
- Query accident and complaint data in SAS or Microsoft Access
- Hold FAA designated inspector authority for airworthiness sign off
Safer roles nearby
5 related occupations with lower scores.
Questions about aviation inspectors and AI
Will AI replace aviation inspectors?
Partly. About 3 in 10 of an aviation inspector's working hours go to tasks AI can already do, mostly writing records and reports and checking maintenance logs against required intervals. Hands on inspections, flight testing and live oral exams stay with inspectors because they need a person physically present with the aircraft and the examinee.
Which aviation inspector tasks is AI taking over?
Records and reports carry the highest exposure at 70 out of 100, because drafting detailed repair, inspection and certification documents is structured writing AI does well. Examining maintenance records and flight logs for overhaul intervals scores 65, since checking dates against required intervals is document work. Both fall in the automate group.
Which aviation inspector tasks stay human?
Examining access plates, doors and landing gear scores 4 to 5 out of 100 in exposure, the lowest in the job, because checking security and corrosion needs hands and eyes on the aircraft. Starting aircraft and reading live gauges scores 5, and flight test programs score 6, since both need a real aircraft in working conditions.
How can aviation inspectors stay valuable?
Keep the hands on work and let AI handle the paperwork. Spend more time on airworthiness checks, mechanic observation and live oral exams, which need a person present. Learn to query accident data in SAS and check AI drafted reports in Microsoft Word against the original logs.
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