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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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

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

  • Review and edit standard operating procedures.

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

  • 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.

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

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

Technologies & Software

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