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Automation Risk Analysis

Will “Nuclear Control Room Non-Licensed 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 Control Room Non-Licensed 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 Control Room Non-Licensed 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 reactor operators in emergency situations, in accordance with emergency operating procedures.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Review and edit standard operating procedures.

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

  • 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.

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

Technologies & Software

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