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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

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

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

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

  • 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.

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

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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • Apply safety tags to equipment needing maintenance.

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

  • Test plant equipment to ensure it is operating properly.

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

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

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

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

Technologies & Software

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