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Automation Risk Analysis

Will “Atomic Process Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Atomic Process 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%

“Atomic Process 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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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