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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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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