Job Check
Non-Destructive Testing Specialists
Test the safety of structures, vehicles, or vessels using x-ray, ultrasound, fiber optic or related equipment.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Interpret 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 could speed this up, with extra tools
- 02Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.AI could speed this up, with extra tools
- 03Identify defects in solid materials, using ultrasonic testing techniques.Mostly human for now
- 04Make radiographic images to detect flaws in objects while leaving objects intact.AI could speed this up, with extra tools
- 05Prepare reports on non-destructive testing results.AI could speed this up, with extra tools
- 06Select, calibrate, or operate equipment used in the non-destructive testing of products or materials.Mostly human for now
- 07Visually 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 could speed this up, with extra tools
- 08Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.Mostly human for now
- 09Document non-destructive testing methods, processes, or results.AI could speed this up, with extra tools
- 10Produce images of objects on film, using radiographic techniques.AI could speed this up, with extra tools
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
29%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 68% 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 73% 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.
- Identify defects in solid materials, using ultrasonic testing techniques.
- Select, calibrate, or operate equipment used in the non-destructive testing of products or materials.
- Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.