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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

  • 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.

  • 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.

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

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

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

  • Apply safety tags to equipment needing maintenance.

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

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

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

  • 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.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

Technologies & Software

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