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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

  • 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.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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