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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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Apply safety tags to equipment needing maintenance.

  • Test plant equipment to ensure it is operating properly.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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