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Automation Risk Analysis

Will “Nuclear Fuel Processing 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 Fuel Processing 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 Fuel Processing 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

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

Technologies & Software

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