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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.

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

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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