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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

  • Test plant equipment to ensure it is operating properly.

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

  • 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.

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

  • 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.

Technologies & Software

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