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Automation Risk Analysis

Will “Nuclear Unit 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 Unit 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 Unit 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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • Review and edit standard operating procedures.

Technologies & Software

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