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Automation Risk Analysis

Will “Radioisotope Production Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Radioisotope Production 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%

“Radioisotope Production 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

  • 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.

  • Test plant equipment to ensure it is operating properly.

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

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

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

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

Technologies & Software

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