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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

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

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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • Apply safety tags to equipment needing maintenance.

  • 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

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