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Automation Risk Analysis

Will “Steam 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%

“Steam 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%

“Steam 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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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

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