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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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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