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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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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