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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

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

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

  • 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.

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

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

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

  • Test plant equipment to ensure it is operating properly.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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