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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

  • Apply safety tags to equipment needing maintenance.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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