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Automation Risk Analysis

Will “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%

“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%

“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

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

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

  • 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.

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

  • 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.

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

  • 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.

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

  • Review and edit standard operating procedures.

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

  • 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.

  • 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.

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

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

Technologies & Software

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