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Automation Risk Analysis

Will “Nuclear Station Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Station Operator” will probably not 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 35% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Nuclear Station Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nuclear Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist nuclear physicists, nuclear engineers, or other scientists in laboratory, power generation, or electricity production activities. May operate, maintain, or provide quality control for nuclear testing and research equipment. May monitor radiation.

Avg. Annual Salary $100,730
Avg. Hourly Wage $48.43
Available Jobs (US) 5,990
Job Title & Hierarchy Code (SOC) Nuclear Technicians #19-4051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nuclear Technicians”

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Core Skills & Abilities

  • Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.

  • Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.

  • Follow nuclear equipment operational policies and procedures that ensure environmental safety.

  • Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.

  • Perform testing, maintenance, repair, or upgrading of accelerator systems.

  • Follow policies and procedures for radiation workers to ensure personnel safety.

  • Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines.

  • Apply safety tags to equipment needing maintenance.

  • Modify, devise, or maintain nuclear equipment used in operations.

  • Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment.

  • Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy.

  • Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.

  • Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources.

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination.

  • Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.

  • Test plant equipment to ensure it is operating properly.

  • Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination.

Technologies & Software

  • Word processing software
  • VMWare ESX Server
  • Data logging software
  • Gemini for Workspace
  • Consensus
  • Claude (Anthropic)
  • VMware
  • Supervisory control and data acquisition SCADA software
  • Elicit
  • Microsoft Word
  • Microsoft PowerPoint
  • Microsoft Office software
  • Microsoft Access
  • Perplexity AI
  • Spreadsheet software
  • Microsoft Excel
  • Mistral AI (chat/models)
  • Microsoft Windows
  • Database software
  • Structured query language SQL
  • NotebookLM (Google)
  • Linux
  • Scite AI
  • Semantic Scholar AI
  • Pocket dosimeters
  • Protective gloves
  • Level transmitters
  • Contamination probes
  • Scintillation detectors
  • Video borescopes
  • New fuel elevators
  • Digital ratemeters
  • Fuel handling systems
  • Hot cell remote viewing devices
  • Ultrasonic thickness gauges
  • Digital signal analyzers
  • Pipe camera inspection systems
  • Self-contained breathing apparatus
  • Metal active gas MAG welding equipment
  • Eddy current testing equipment
  • Gamma exit/entrance contamination monitors
  • Personal computers
  • Non-contact thermometers
  • Pressure demand respirators
  • Area gamma monitors
  • Videoscopes
  • Air compressors
  • Gantry cranes
  • Protective coveralls
  • Spent fuel handling machines
  • Leak detection equipment
  • Pressure cleaners
  • Air purifying respirators
  • Protective shoe covers
  • Multichannel analyzers
  • Metal inert gas MIG welding equipment
  • Condensate demineralizers
  • Seismic monitoring instruments
  • Airline respirators
  • Cryostats
  • Portal monitors
  • Atmosphere supplying respirators
  • Plasma arc cutting torches
  • Vibration monitors
  • Radiation survey meters
  • Ultrasonic flaw detectors
  • Digital spectrum analyzers
  • Master-slave manipulators
  • Portable two way radios
  • Control rod drives
  • Emergency diesel generators