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Automation Risk Analysis

Will “Licensed Nuclear Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Licensed Nuclear Operator” 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%

“Licensed Nuclear Operator” 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

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

  • Test plant equipment to ensure it is operating properly.

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

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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