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Automation Risk Analysis

Will “Nuclear Safety 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 Safety 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 Safety 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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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