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Automation Risk Analysis

Will “Licensed Nuclear Control Room 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 Nuclear Control Room 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 Nuclear Control Room 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

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

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

  • 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.

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

  • Review and edit standard operating procedures.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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