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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

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

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

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

  • 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.

Technologies & Software

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