Will nuclear monitoring technicians be replaced by AI?
Updated
Nuclear monitoring technicians score 34 of 100 for AI exposure. 56% of their task time still needs a person. AI can do 17% today and speed up another 27%.
- 17% AI can do it
- 27% AI helps
- 56% Needs a person
Moderate exposure
Lower than 56% of the 923 occupations we scored.
Task by task
We graded 16 tasks, listed here from most to least exposed. AI can do 3 of them today, speeds up 4 and leaves 9 to people.
| Task | AI exposure |
|---|---|
| Enter data into computers to record characteristics of nuclear events or to locate coordinates of particles. Routine digital data entry; AI and software handle this well. | 85% AI can do it |
| Prepare reports describing contamination tests, material or equipment decontaminated, or methods used in decontamination processes. Report writing from test data is well suited to AI drafting. | 75% AI can do it |
| Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation. Routine calculation from known inputs and limits. | 70% AI can do it |
| Inform supervisors when individual exposures or area radiation levels approach maximum permissible limits. Alert logic can be automated; escalation still needs human judgment. | 55% AI helps |
| Analyze samples, such as air or water samples, for contaminants or other elements. Lab software helps with analysis; experts still interpret results. | 50% AI helps |
| Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination. AI can draft decontamination options from procedures; experts decide. | 45% AI helps |
| Brief workers on radiation levels in work areas. AI can draft briefing material; delivery stays human. | 35% AI helps |
| Determine intensities and types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. Detector readings are physical; AI adds little to the measurement. | 20% Needs a person |
| Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy. Physical setup and testing of detection equipment is hands-on. | 20% Needs a person |
| Monitor personnel to determine the amounts and intensities of radiation exposure. Physical personnel dose monitoring needs instruments and presence. | 18% Needs a person |
Show the other 6 tasks
| Task | AI exposure |
|---|---|
| Provide initial response to abnormal events or to alarms from radiation monitoring equipment. Live emergency response to alarms requires physical presence and judgment. | 15% Needs a person |
| Instruct personnel in radiation safety procedures and demonstrate use of protective clothing and equipment. Live demonstration of protective gear is physical and in person. | 12% Needs a person |
| Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools. Hands-on calibration and maintenance with hand tools. | 10% Needs a person |
| Collect samples of air, water, gases, or solids to determine radioactivity levels of contamination. Physical sample collection from air, water, and solids. | 8% Needs a person |
| Place radioactive waste, such as sweepings or broken sample bottles, into containers for shipping or disposal. Physical handling of radioactive waste requires trained hands. | 5% Needs a person |
| Decontaminate objects by cleaning with soap or solvents or by abrading with wire brushes, buffing wheels, or sandblasting machines. Scrubbing and abrasive cleaning are physical tasks. | 5% Needs a person |
How nuclear monitoring technicians compare
All occupations (923)
Life, physical and social science (60)
Pay and outlook in the US
- Median pay
- $110,240 a year, May 2025
- Projected change in jobs
- +1.1% from 2024 to 2034
Skills to build
- Calibrate chemical instrumentation sensing elements with calibration instruments
- Collect air, water, and solid samples for radioactivity analysis
- Respond to radiation monitoring alarms on site
- Check software-entered data in Microsoft Excel and SQL
- Review drafted decontamination reports in Microsoft Word before release
- Run live radiation safety demonstrations on protective clothing
Safer roles nearby
5 related occupations with lower scores.
Questions about nuclear monitoring technicians and AI
Will AI replace nuclear monitoring technicians?
Partly. About 3 in 10 of a nuclear monitoring technician's working hours go to tasks AI can already do, mostly data entry and report writing from test results. Sample collection, instrument calibration, and live response to radiation alarms stay with people because they need hands on equipment and judgment in the room.
Which nuclear monitoring technician tasks is AI taking over?
Data entry carries the highest exposure at 85, since recording particle coordinates and event characteristics is routine digital work that software handles well. Report writing from contamination tests scores 75 because drafting from structured test data suits AI. Radiation exposure time calculations score 70 because they run on known inputs and fixed limits.
Which nuclear monitoring technician tasks stay human?
Placing radioactive waste into shipping containers scores 5 on exposure, because sweepings and broken sample bottles need trained hands. Collecting air, water, and solid samples scores 8 since the physical collection happens at the sampling site. Initial response to alarms scores 15 because it needs physical presence and judgment under pressure.
How can nuclear monitoring technicians stay valuable?
Take responsibility for the on-site work that sits in the human share, such as sample collection and calibration with hand tools. Use Excel and SQL to check the data entry software produces, so errors are caught before reports go out. Review drafted decontamination reports in Word, then present the decision and its risk to supervisors yourself.
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