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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

  • 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.

  • 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.

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

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

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

  • Test plant equipment to ensure it is operating properly.

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

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

Technologies & Software

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