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Automation Risk Analysis

Will “Radiation Protection Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Radiation Protection 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%

“Radiation Protection 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Test plant equipment to ensure it is operating properly.

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

Technologies & Software

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