Will nuclear technicians be replaced by AI?
Updated
Nuclear technicians score 25 of 100 for AI exposure. 56% of their task time still needs a person. AI can do 3% today and speed up another 41%.
- 3% AI can do it
- 41% AI helps
- 56% Needs a person
Low exposure
Lower than 71% of the 923 occupations we scored.
Task by task
We graded 18 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 7 and leaves 10 to people.
| Task | AI exposure |
|---|---|
| Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables. Standard formulas and conversion tables are well suited to AI. | 72% AI can do it |
| Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination. AI drafts decon options; expert reviews severity and equipment fit. | 45% AI helps |
| Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair. Sensor data review and anomaly flagging suit AI well. | 40% AI helps |
| Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources. Coordinating support system readiness through messages and checklists. | 35% AI helps |
| Monitor instruments, gauges, or recording devices under direction of nuclear experimenters. Gauge reading is physical; AI handles the logging and records. | 28% AI helps |
| Modify, devise, or maintain nuclear equipment used in operations. Design help is useful, but modifying equipment is physical work. | 25% AI helps |
| Follow nuclear equipment operational policies and procedures that ensure environmental safety. Procedure lookup and paperwork help; on site compliance stays human. | 22% AI helps |
| Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. Choosing decon steps needs judgement; AI can suggest options. | 22% AI helps |
| Follow policies and procedures for radiation workers to ensure personnel safety. Policy lookup helps, but radiation worker safety is on site. | 15% Needs a person |
| Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. Field detector readings need a person; AI helps interpret spectra. | 15% Needs a person |
Show the other 8 tasks
| Task | AI exposure |
|---|---|
| Conduct surveillance testing to determine safety of nuclear equipment. Physical tests on equipment need people on site. | 12% Needs a person |
| Test plant equipment to ensure it is operating properly. Plant equipment testing needs physical presence and tools. | 12% 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 radiation detection equipment. | 12% Needs a person |
| Perform testing, maintenance, repair, or upgrading of accelerator systems. Accelerator repair and upgrades are physical, skilled work. | 8% Needs a person |
| Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas. Live warnings and directing workers need human judgement and authority. | 6% Needs a person |
| Apply safety tags to equipment needing maintenance. Physically tagging equipment in the plant needs a person. | 5% Needs a person |
| Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment. Physically collecting samples from air, water, and solids. | 5% Needs a person |
| Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines. Physical scrubbing, blasting, and cleaning of objects. | 3% Needs a person |
How nuclear 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
- People employed
- 6,470 in the US, May 2025
- Projected change in jobs
- +1.1% from 2024 to 2034
Skills to build
- Collect air, water, gas, and solid samples for radioactivity testing
- Run surveillance tests on nuclear equipment on site
- Apply safety tags to equipment needing maintenance
- Monitor reactor equipment performance in SCADA software
- Calculate equipment operating factors in Microsoft Excel
- Warn maintenance crews of radiation hazards and clear areas
Safer roles nearby
2 related occupations with lower scores.
Questions about nuclear technicians and AI
Will AI replace nuclear technicians?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly calculating equipment operating factors and monitoring reactor equipment performance. Hands-on work in the plant, including sampling, tagging, and surveillance testing, stays with people.
Which nuclear technician tasks is AI taking over?
Calculating equipment operating factors is the most exposed task, with an exposure score of 72. Radiation times, dosages, temperatures, and gamma intensities come from standard formulas and conversion tables, which AI handles well. Reviewing sensor data for anomalies follows, with an exposure score of 40, because flagging outliers is pattern work.
Which nuclear technician tasks stay human?
Collecting air, water, gas, and solid samples stays human, with an exposure score of 5. Samples must be physically taken from the site to measure radioactivity. Warning maintenance workers of radiation hazards also stays human, with a score of 6, because directing people out of danger needs live judgement and authority.
How can nuclear technicians stay valuable as AI grows?
Build depth in physical tasks such as sampling, equipment tagging, and surveillance testing. Learn SCADA software well enough to verify the alarm data that AI summaries rely on. Keep Excel and SQL skills sharp for logging and querying equipment records, since those records are where AI takes over first.
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