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Automation Risk Analysis

Will “Test and Research Reactor Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Test and Research Reactor 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%

“Test and Research Reactor 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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • Apply safety tags to equipment needing maintenance.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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