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Automation Risk Analysis

Will “Nuclear 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%

“Nuclear 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%

“Nuclear 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 measurement of the intensity or types of radiation in work areas, equipment, or materials.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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