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Nuclear Engineers

Nuclear Engineers score 55 out of 100, which is elevated exposure to AI. That ranks #137 of 923 US occupations, where #1 is the most exposed. Of the 20 tasks in this job, AI could speed up 5 on its own and 12 more with extra software built on top of it. In April–May 2026, 2 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

55/ 100
Elevated
Rank
#137of 923 jobs
US workers
15,280BLS, May 2025
Median pay
$133,970a year
In real AI use
2 of 20tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 5 (25%)
  • AI can speed this up with extra software: 12 (60%)
  • Little or no AI speed-up: 3 (15%)
  • Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.AI can speed this up on its own · core task
  • Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.AI can speed this up on its own · core task
  • Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.AI can speed this up on its own · core task · Seen in real AI use
  • Design or direct nuclear research projects to develop, test, modify, or discover new uses for theoretical models.AI can speed this up on its own · core task
  • Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.AI can speed this up on its own · core task
  • Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.AI can speed this up with extra software · core task
  • Examine accidents to obtain data for use in design of preventive measures.AI can speed this up with extra software · core task
  • Recommend preventive measures to be taken in the handling of nuclear technology, based on data obtained from operations monitoring or from evaluation of test results.AI can speed this up with extra software · core task
  • Conduct environmental studies on topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.AI can speed this up with extra software · core task
  • Direct environmental compliance activities associated with nuclear plant operations or maintenance.AI can speed this up with extra software · core task
  • Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.AI can speed this up with extra software · core task · Seen in real AI use
  • Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.AI can speed this up with extra software · core task
  • Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.AI can speed this up with extra software · core task
  • Design or oversee construction or operation of nuclear reactors, power plants, or nuclear fuels reprocessing and reclamation systems.AI can speed this up with extra software · core task
  • Consult with other scientists to determine parameters of experimentation or suitability of analytical models.AI can speed this up with extra software · core task
  • Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.AI can speed this up with extra software · core task
  • Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.AI can speed this up with extra software · core task
  • Initiate corrective actions or order plant shutdowns in emergency situations.Little or no AI speed-up · core task
  • Direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards.Little or no AI speed-up · core task
  • Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.Little or no AI speed-up · core task

Questions about nuclear engineers and AI

Will AI replace nuclear engineers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Nuclear Engineers score 55 out of 100 (elevated exposure), #137 of 923 US jobs. AI could speed up 17 of the job's 20 tasks, 5 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which nuclear engineers tasks can AI do?

The most exposed tasks include "Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms"; "Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal"; "Prepare technical reports of findings or recommendations, based on synthesized analyses of test results".

Which nuclear engineers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Initiate corrective actions or order plant shutdowns in emergency situations"; "Direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards"; "Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal".

Are people already using AI for this work?

Yes. In April–May 2026, 2 of the 20 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as nuclear engineers, and what do they earn?

About 15,280 people in the US, with median pay of $133,970 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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