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Automation Risk Analysis

Will “Gamma Facilities Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Gamma Facilities Operator” 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%

“Gamma Facilities Operator” 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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

  • 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.

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • Test plant equipment to ensure it is operating properly.

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

Technologies & Software

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