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Automation Risk Analysis

Will “Nuclear Control 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 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 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

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

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

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

  • 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.

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

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

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

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

  • Review and edit standard operating procedures.

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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