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Automation Risk Analysis

Will “Regulatory Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Regulatory Coordinator” 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%

“Regulatory Coordinator” 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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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