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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

  • 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.

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

  • Apply safety tags to equipment needing maintenance.

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

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

  • 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.

  • 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.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Test plant equipment to ensure it is operating properly.

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

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

  • 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.

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

Technologies & Software

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