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Automation Risk Analysis

Will “Licensed 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%

“Licensed 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%

“Licensed 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 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.

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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

  • Review and edit standard operating procedures.

  • 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.

  • 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.

Technologies & Software

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