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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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Review and edit standard operating procedures.

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

  • 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.

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

  • 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.

Technologies & Software

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