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Automation Risk Analysis

Will “Nuclear Monitoring 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 Monitoring 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 Monitoring 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

  • Test plant equipment to ensure it is operating properly.

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

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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