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Automation Risk Analysis

Will “Nuclear Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Nuclear Mechanic” 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 Mechanic” 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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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