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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Review and edit standard operating procedures.

Technologies & Software

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