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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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Apply safety tags to equipment needing maintenance.

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

  • Test plant equipment to ensure it is operating properly.

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

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

Technologies & Software

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