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Automation Risk Analysis

Will “Nuclear Reactor Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Reactor Technician” 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 Reactor Technician” 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.

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

Technologies & Software

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