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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

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

  • Review and edit standard operating procedures.

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

  • 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.

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

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

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

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

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

Technologies & Software

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