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Automation Risk Analysis

Will “Nuclear Supervising Operator (NSO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Nuclear Supervising Operator (NSO)” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Nuclear Supervising Operator (NSO)” 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 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Power Reactor Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or control nuclear reactors. Move control rods, start and stop equipment, monitor and adjust controls, and record data in logs. Implement emergency procedures when needed. May respond to abnormalities, determine cause, and recommend corrective action.

Avg. Annual Salary $122,830
Avg. Hourly Wage $59.05
Available Jobs (US) 5,720
Job Title & Hierarchy Code (SOC) Nuclear Power Reactor Operators #51-8011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nuclear Power Reactor Operators”

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Core Skills & Abilities

  • Record operating data, such as the results of surveillance tests.

  • Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety.

  • Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors.

  • Implement operational procedures, such as those controlling start-up or shut-down activities.

  • Authorize maintenance activities on units or changes in equipment or system operational status.

  • Direct reactor operators in emergency situations, in accordance with emergency operating procedures.

  • Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized.

  • Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment.

  • Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation.

  • Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading.

  • Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action.

  • Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired.

  • Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures.

  • Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment.

  • Supervise technicians' work activities to ensure that equipment is operated in accordance with policies and procedures that protect workers from radiation and ensure environmental safety.

  • Review and edit standard operating procedures.

  • Conduct inspections or operations outside of control rooms as necessary.

  • Direct measurement of the intensity or types of radiation in work areas, equipment, or materials.

  • Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment.

Technologies & Software

  • Mistral (Mistral AI)
  • Microsoft Office software
  • Rockwell Automation AI
  • Cognex Vision AI
  • Claude (Anthropic)
  • Microsoft Power Automate
  • Kimi (Moonshot AI)
  • Plant information data entry software
  • Siemens Industrial AI
  • ABB AI Robotics
  • DeepSeek
  • Microsoft Azure software
  • Microsoft Power BI
  • Microsoft Access
  • Sight Machine AI
  • Outage management system OMS
  • Grok (xAI)
  • Microsoft SharePoint
  • Microsoft Excel
  • Structured query language SQL
  • Qwen (Alibaba)
  • Data logging software
  • Gemini (Google)
  • Llama (Meta)
  • Microsoft PowerPoint
  • ChatGPT (OpenAI)
  • Nova (Amazon)
  • Leak detection equipment
  • Safety coveralls
  • Radiation survey meters
  • Cooling towers
  • Generator control panels
  • Protective shoe covers
  • Desktop computers
  • Air monitoring equipment
  • Power plant turbine control panels
  • Portable two way radios
  • Nuclear plant hazard alarm systems
  • Portal monitors
  • Area gamma monitors
  • Air purifying respirators
  • Control rod drives
  • Air sample collection equipment
  • Water samplers
  • Level transmitters
  • Automatic control systems
  • Master-slave manipulators
  • Water recirculation pumps
  • Ventilation systems
  • Video borescopes
  • Water softeners
  • Safety gloves
  • Nuclear reactor control rod operation systems
  • Water deionization equipment
  • pH testers
  • Seismic monitoring instruments
  • Pocket dosimeters
  • Spent fuel handling machines
  • Fuel handling systems
  • Air compressors
  • Personal computers
  • Radiation monitoring instruments
  • Water conductivity testers
  • Pipe camera inspection systems