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Automation Risk Analysis

Will “Nuclear Station Operator (NSO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Nuclear Station Operator (NSO)” 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 Station Operator (NSO)” 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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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  • ABB AI Robotics
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  • Kimi (Moonshot AI)
  • Siemens Industrial AI
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  • Grok (xAI)
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  • Outage management system OMS
  • Qwen (Alibaba)
  • ChatGPT (OpenAI)
  • Rockwell Automation AI
  • Nuclear plant hazard alarm systems
  • pH testers
  • Protective shoe covers
  • Pipe camera inspection systems
  • Radiation survey meters
  • Air sample collection equipment
  • Cooling towers
  • Leak detection equipment
  • Generator control panels
  • Control rod drives
  • Portable two way radios
  • Portal monitors
  • Water conductivity testers
  • Water deionization equipment
  • Water recirculation pumps
  • Radiation monitoring instruments
  • Level transmitters
  • Safety gloves
  • Pocket dosimeters
  • Air monitoring equipment
  • Area gamma monitors
  • Ventilation systems
  • Seismic monitoring instruments
  • Automatic control systems
  • Master-slave manipulators
  • Air purifying respirators
  • Water softeners
  • Nuclear reactor control rod operation systems
  • Air compressors
  • Personal computers
  • Water samplers
  • Safety coveralls
  • Fuel handling systems
  • Power plant turbine control panels
  • Desktop computers
  • Video borescopes
  • Spent fuel handling machines