Will AI replace Nuclear Technicians?

What this score means

Nuclear Technicians is among the least exposed roles in Research & Science. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 24 out of 100 it scores 17 points below the Research & Science average of 41. Across the 3 sources behind this baseline, individual estimates run from 20 to 27, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Nuclear Technicians, most central first, showing 12 of 18.

• 01Follow nuclear equipment operational policies and procedures that ensure environmental safety.
• 02Conduct surveillance testing to determine safety of nuclear equipment.
• 03Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.
• 04Test plant equipment to ensure it is operating properly.
• 05Apply safety tags to equipment needing maintenance.
• 06Follow policies and procedures for radiation workers to ensure personnel safety.
• 07Modify, devise, or maintain nuclear equipment used in operations.
• 08Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.
• 09Perform testing, maintenance, repair, or upgrading of accelerator systems.
• 10Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.
• 11Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.
• 12Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Nuclear Technicians for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

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