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Automation Risk Analysis

Will “Nuclear Reactor Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Nuclear Reactor Engineer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Nuclear Reactor Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct research on nuclear engineering projects or apply principles and theory of nuclear science to problems concerned with release, control, and use of nuclear energy and nuclear waste disposal.

Avg. Annual Salary $134,980
Avg. Hourly Wage $64.89
Available Jobs (US) 14,740
Job Title & Hierarchy Code (SOC) Nuclear Engineers #17-2161
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nuclear Engineers”

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Core Skills & Abilities

  • Develop or contribute to the development of plans to remediate or restore environments affected by nuclear radiation, such as waste disposal sites.

  • Design or direct nuclear research projects to develop, test, modify, or discover new uses for theoretical models.

  • Perform experiments that will provide information about acceptable methods of nuclear material usage, nuclear fuel reclamation, or waste disposal.

  • Initiate corrective actions or order plant shutdowns in emergency situations.

  • 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.

  • Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.

  • Design or develop nuclear equipment, such as reactor cores, radiation shielding, or associated instrumentation or control mechanisms.

  • Keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.

  • Direct operating or maintenance activities of nuclear power plants to ensure efficiency and conformity to safety standards.

  • Direct environmental compliance activities associated with nuclear plant operations or maintenance.

  • Design fuel cycle models or processes to reduce the quantity of radioactive waste generated from nuclear activities.

  • Design or oversee construction or operation of nuclear reactors, power plants, or nuclear fuels reprocessing and reclamation systems.

  • Examine accidents to obtain data for use in design of preventive measures.

  • Discuss construction project proposals with interested parties, such as vendors, contractors, or nuclear facility review boards.

  • Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.

  • Consult with other scientists to determine parameters of experimentation or suitability of analytical models.

  • Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.

  • Monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or could jeopardize safe operations.

  • Conduct environmental studies on topics such as nuclear power generation, nuclear waste disposal, or nuclear weapon deployment.

  • Conduct tests of nuclear fuel behavior and cycles or performance of nuclear machinery and equipment to optimize performance of existing plants.

Technologies & Software

  • QAD shielding computer code
  • Nova (Amazon)
  • Relational database software
  • Mathematical simulation software
  • Graphics software
  • Mistral (Mistral AI)
  • GitHub Copilot
  • ANSYS AI Simulation
  • SAS
  • TOTE code
  • Qwen (Alibaba)
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Transient reactor analysis code TRAC
  • AutoCAD AI
  • Autodesk AI
  • Python
  • MCNP dose assessment computer code
  • C++
  • Computer aided design CAD software
  • Grok (xAI)
  • INCORE code
  • Gemini (Google)
  • MORSE-CG dose assessment computer code
  • MERCURE dose assessment computer codes
  • The MathWorks MATLAB
  • SAP software
  • DeepSeek
  • Mathsoft Mathcad
  • Word processing software
  • Scientech WinNUPRA
  • Scientech Safety Monitor
  • Software development tools
  • Llama (Meta)
  • Kimi (Moonshot AI)
  • Microsoft Access
  • Monte Carlo simulation software
  • Spreadsheet software
  • Maplesoft Maple
  • Salesforce software
  • Discrete ordinates DORT dose assessment computer codes
  • Claude (Anthropic)
  • Perplexity AI
  • Microsoft Excel
  • Formula translation/translator FORTRAN
  • Microsoft Office software
  • Desktop publishing software
  • Microsoft PowerPoint
  • Linux
  • UNIX
  • Gemini Code Assist
  • Oracle Java
  • FOLLOW code
  • SCALE ORIGEN-S point depletion and decay code
  • Reactor excursion and release analysis program RELAP
  • Presentation software
  • BERMUDA nuclear transport computer codes
  • ANISN dose assessment computer code
  • Probabilistic risk assessment PRA software
  • Anticontamination clothing
  • Desktop computers
  • Reactivity computer systems
  • Respirators
  • Nuclear wireline logging instruments
  • Personal computers
  • Face masks