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Automation Risk Analysis

Will “Non-Licensed Nuclear Plant 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 Plant 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 Plant 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.

  • 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.

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

Technologies & Software

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