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Automation Risk Analysis

Will “Accelerator Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Accelerator 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%

“Accelerator 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

  • 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.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Apply safety tags to equipment needing maintenance.

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • 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.

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

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

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

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

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

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

Technologies & Software

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