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Automation Risk Analysis

Will “Non-Licensed 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 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 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

  • 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.

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

Technologies & Software

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