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Automation Risk Analysis

Will “Nuclear Control Room Non-Licensed 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 Non-Licensed 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 Non-Licensed 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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