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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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Review and edit standard operating procedures.

Technologies & Software

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