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Automation Risk Analysis

Will “Licensed Nuclear Control Room Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #614 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Licensed Nuclear Control Room 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%

“Licensed Nuclear Control Room 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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Review and edit standard operating procedures.

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

Technologies & Software

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