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Automation Risk Analysis

Will “Nuclear 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 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 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 measurement of the intensity or types of radiation in work areas, equipment, or materials.

  • Review and edit standard operating procedures.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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