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Non-Destructive Testing Specialists

Test the safety of structures, vehicles, or vessels using x-ray, ultrasound, fiber optic or related equipment.

$78,350 a year (for the broader BLS group this job sits in).

now
17%

of the working time. Estimate.

Kinds of work
  • 21%
  • 7%
  • 71%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 21% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 15%. Today's estimate: 17%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 6% within reachClaude Opus 4.6, February 2026: 6% within reachClaude Mythos Preview (early), April 2026: 15% within reachToday (estimate), September 2026: 17% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 16 tasks from .

TaskKind
Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.Done several times a day by most who do it. 11%6.7 h1.7 h to 3.3 work daysStays with people
Develop or use new non-destructive testing methods, such as acoustic emission testing, leak testing, and thermal or infrared testing.Done more than weekly by most who do it. 11%4.2 work days6.7 h to 3.3 work weeksStays with people
Make radiographic images to detect flaws in objects while leaving objects intact.Done hourly or more by most who do it. 8%1.7 h50 min to 5 hStays with people
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.Done several times a day by most who do it. 8%1.7 h25 min to 3.3 hStays with people
Supervise or direct the work of non-destructive testing trainees or staff.Done daily by most who do it. 7%1.7 h38 min to 5 hStays with people
Identify defects in solid materials, using ultrasonic testing techniques.Done hourly or more by most who do it. 7%1.3 h38 min to 4.2 hStays with people
Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.Done hourly or more by most who do it. 6%50 min17 min to 3.3 h78%Half by now
Produce images of objects on film, using radiographic techniques.Done hourly or more by most who do it. 6%1.3 h25 min to 3.3 hStays with people
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.Done hourly or more by most who do it. 6%50 min25 min to 2.5 h95%Half by now
Document non-destructive testing methods, processes, or results.Done several times a day by most who do it. 5%1.3 h25 min to 5 h63%Half by now
Conduct liquid penetrant tests to locate surface cracks by coating objects with fluorescent dyes, cleaning excess penetrant, and applying developer.Done hourly or more by most who do it. 5%1.3 h38 min to 2.5 hStays with people
Map the presence of imperfections within objects, using sonic measurements.Done more than weekly by most who do it. 5%1.7 h38 min to 5 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.