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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

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

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • 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.

Technologies & Software

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