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Automation Risk Analysis

Will “Non-Licensed Nuclear Equipment Operator (NLO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Non-Licensed Nuclear Equipment Operator (NLO)” 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%

“Non-Licensed Nuclear Equipment Operator (NLO)” 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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Apply safety tags to equipment needing maintenance.

Technologies & Software

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