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Automation Risk Analysis

Will “Radiochemical Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Radiochemical 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%

“Radiochemical 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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

Technologies & Software

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