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Automation Risk Analysis

Will “Instrumentation and Controls Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #153 of 702. Estimated risk: 7.0%

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AI Exposure Risk

60%

“Instrumentation and Controls 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%

“Instrumentation and Controls 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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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