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Automation Risk Analysis

Will “Nuclear Plant Technical Advisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Nuclear Plant Technical Advisor” 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 Plant Technical Advisor” 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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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