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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

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

  • 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.

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

  • 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.

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

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

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

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

Technologies & Software

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