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Automation Risk Analysis

Will “Accelerator Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Accelerator 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%

“Accelerator 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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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