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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

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

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

  • Conduct surveillance testing to determine safety of nuclear equipment.

  • 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.

  • 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.

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

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

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

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

  • Test plant equipment to ensure it is operating properly.

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

  • 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.

  • Apply safety tags to equipment needing maintenance.

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

Technologies & Software

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