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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

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

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

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

  • 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.

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

  • 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.

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

Technologies & Software

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