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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.

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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