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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

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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

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

  • 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.

  • Test plant equipment to ensure it is operating properly.

  • Apply safety tags to equipment needing maintenance.

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

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

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

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

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

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

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

Technologies & Software

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