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Automation Risk Analysis

Will “Nuclear Auxiliary Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Auxiliary 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%

“Nuclear Auxiliary 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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

Technologies & Software

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