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Automation Risk Analysis

Will “Nuclear Fuel Enrichment 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 Enrichment 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 Enrichment 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

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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • 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.

Technologies & Software

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