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Automation Risk Analysis

Will “Nuclear Plant Operator (NPO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Nuclear Plant Operator (NPO)” 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 Plant Operator (NPO)” 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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Review and edit standard operating procedures.

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

  • 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.

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

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

Technologies & Software

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