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Automation Risk Analysis

Will “Engineering Officer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Engineering 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%

“Engineering 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

  • 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.

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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