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Non-Destructive Testing Specialists

Non-Destructive Testing Specialists score 29 out of 100, which is moderate exposure to AI. That ranks #530 of 923 US occupations, where #1 is the most exposed. Of the 16 tasks in this job, AI could speed up 0 on its own and 9 more with extra software built on top of it. In April–May 2026, 1 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

29/ 100
Moderate
Rank
#530of 923 jobs
US workers
59,930for Engineering Technologists and Technicians, Except Drafters, All Other
Median pay
$78,350a year
In real AI use
1 of 16tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 0 (0%)
  • AI can speed this up with extra software: 9 (56%)
  • Little or no AI speed-up: 7 (44%)
  • Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.AI can speed this up with extra software · core task · Seen in real AI use
  • Interpret the results of all methods of non-destructive testing (NDT), such as acoustic emission, electromagnetic, leak, liquid penetrant, magnetic particle, neutron radiographic, radiographic, thermal or infrared, ultrasonic, vibration analysis, and visual testing.AI can speed this up with extra software · core task
  • Prepare reports on non-destructive testing results.AI can speed this up with extra software · core task
  • Document non-destructive testing methods, processes, or results.AI can speed this up with extra software · core task
  • Produce images of objects on film, using radiographic techniques.AI can speed this up with extra software · core task
  • Make radiographic images to detect flaws in objects while leaving objects intact.AI can speed this up with extra software · core task
  • Map the presence of imperfections within objects, using sonic measurements.AI can speed this up with extra software · core task
  • Visually examine materials, structures, or components for signs of corrosion, metal fatigue, cracks, or other flaws, using tools and equipment such as endoscopes, closed-circuit television systems, and fiber optics.AI can speed this up with extra software · core task
  • Identify defects in concrete or other building materials, using thermal or infrared testing.AI can speed this up with extra software · supplemental task
  • Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.Little or no AI speed-up · core task
  • Select, calibrate, or operate equipment used in the non-destructive testing of products or materials.Little or no AI speed-up · core task
  • Identify defects in solid materials, using ultrasonic testing techniques.Little or no AI speed-up · core task
  • Supervise or direct the work of non-destructive testing trainees or staff.Little or no AI speed-up · core task
  • Conduct liquid penetrant tests to locate surface cracks by coating objects with fluorescent dyes, cleaning excess penetrant, and applying developer.Little or no AI speed-up · core task
  • Develop or use new non-destructive testing methods, such as acoustic emission testing, leak testing, and thermal or infrared testing.Little or no AI speed-up · supplemental task
  • Evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.Little or no AI speed-up · supplemental task

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This job is already among the least exposed in its field.

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Questions about non-destructive testing specialists and AI

Will AI replace non-destructive testing specialists?

Unlikely. Most of the work is hard for today's AI to speed up. Non-Destructive Testing Specialists score 29 out of 100 (moderate exposure), #530 of 923 US jobs. AI could speed up 9 of the job's 16 tasks, 0 of them on its own, while 7 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which non-destructive testing specialists tasks can AI do?

The most exposed tasks include "Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures"; "Interpret the results of all methods of non-destructive testing (NDT), such as acoustic emission, electromagnetic, leak, liquid penetrant, magnetic particle, neutron radiographic, radiographic, thermal or infrared, ultrasonic, vibration analysis, and visual testing"; "Prepare reports on non-destructive testing results".

Which non-destructive testing specialists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques"; "Select, calibrate, or operate equipment used in the non-destructive testing of products or materials"; "Identify defects in solid materials, using ultrasonic testing techniques".

Are people already using AI for this work?

Yes. In April–May 2026, 1 of the 16 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as non-destructive testing specialists, and what do they earn?

About 59,930 people in the US (figure for Engineering Technologists and Technicians, Except Drafters, All Other), with median pay of $78,350 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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