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Automation Risk Analysis

Will “Cell Support Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Cell Support 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%

“Cell Support 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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

Technologies & Software

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