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Automation Risk Analysis

Will “Nuclear 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 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 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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Review and edit standard operating procedures.

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

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

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

Technologies & Software

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