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Automation Risk Analysis

Will “Power Reactor Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Power Reactor Operator” 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%

“Power Reactor Operator” 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

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

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

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

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

  • Review and edit standard operating procedures.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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