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Automation Risk Analysis

Will “Nuclear 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 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 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

  • Test plant equipment to ensure it is operating properly.

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

  • 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.

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

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

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

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

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

Technologies & Software

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