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Nuclear Monitoring Technicians

Collect and test samples to monitor results of nuclear experiments and contamination of humans, facilities, and environment.

$110,240 a year (for the broader BLS group this job sits in).

now
27%

of the working time. Estimate.

Kinds of work
  • 32%
  • 0%
  • 68%
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: 32% 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, 1%. With Claude Mythos Preview (early), measured in April 2026, 24%. Today's estimate: 27%.

0%10%20%30%40%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: 1% within reacho3, April 2025: 6% within reachGPT-5, August 2025: 8% within reachGemini 3 Pro, November 2025: 11% within reachClaude Opus 4.5, November 2025: 11% within reachGPT-5.2, December 2025: 13% within reachClaude Opus 4.6, February 2026: 14% within reachClaude Mythos Preview (early), April 2026: 24% within reachToday (estimate), September 2026: 27% 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
Analyze samples, such as air or water samples, for contaminants or other elements.Done daily by most who do it. 13%1.3 h25 min to 3.3 hStays with people
Instruct personnel in radiation safety procedures and demonstrate use of protective clothing and equipment.Done daily by most who do it. 11%50 min25 min to 1.7 hStays with people
Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination.Done daily by most who do it. 10%2.1 h50 min to 5 h65%Half by now
Determine intensities and types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.Done daily by most who do it. 9%38 min17 min to 1.7 hStays with people
Prepare reports describing contamination tests, material or equipment decontaminated, or methods used in decontamination processes.Done daily by most who do it. 7%1.3 h25 min to 3.3 h77%Half by now
Decontaminate objects by cleaning with soap or solvents or by abrading with wire brushes, buffing wheels, or sandblasting machines.Done more than weekly by most who do it. 7%1.7 h25 min to 3.3 hStays with people
Monitor personnel to determine the amounts and intensities of radiation exposure.Done daily by most who do it. 7%38 min13 min to 1.7 hStays with people
Collect samples of air, water, gases, or solids to determine radioactivity levels of contamination.Done daily by most who do it. 6%50 min25 min to 1.7 hStays with people
Brief workers on radiation levels in work areas.Done daily by most who do it. 6%17 min8 min to 38 min100%Half by now
Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy.Done more than monthly by most who do it. 5%1.7 h38 min to 3.3 hStays with people
Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.Done daily by most who do it. 5%38 min17 min to 1.3 h100%Half by now
Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools.Done daily by most who do it.5%1.7 h50 min to 2.5 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.