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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

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

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

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

  • 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.

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

  • 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.

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

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

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

Technologies & Software

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