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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

  • 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.

  • Test plant equipment to ensure it is operating properly.

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

Technologies & Software

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