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Automation Risk Analysis

Will “Nuclear Plant Equipment Operator (NAPEO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #489 of 702. Estimated risk: 85.0%

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AI Exposure Risk

35%

“Nuclear Plant Equipment Operator (NAPEO)” 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%

“Nuclear Plant Equipment Operator (NAPEO)” 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

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

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

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

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

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

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

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

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

  • Test plant equipment to ensure it is operating properly.

Technologies & Software

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