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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

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

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

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

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

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

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

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

  • Review and edit standard operating procedures.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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