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Automation Risk Analysis

Will “Nuclear Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Technician” 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 Technician” 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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

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

  • 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.

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

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

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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