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Automation Risk Analysis

Will “Hot-Cell Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Hot-Cell 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%

“Hot-Cell 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

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

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

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

  • 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.

Technologies & Software

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