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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.

  • 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.

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

  • Review and edit standard operating procedures.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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