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Automation Risk Analysis

Will “Gamma 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 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 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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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