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Automation Risk Analysis

Will “Unit Reactor Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Unit Reactor 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%

“Unit Reactor 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 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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