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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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

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

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

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

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

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

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

  • Apply safety tags to equipment needing maintenance.

  • 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.

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

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

Technologies & Software

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