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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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

Technologies & Software

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