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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

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

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

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

  • 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.

  • 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.

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

  • 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.

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

Technologies & Software

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