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Automation Risk Analysis

Will “Nuclear Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Nuclear Officer” 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 Officer” 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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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