Applied Scientist Ii, Ww Sustainability

Amazon Amazon · Big Tech · Seattle, WA · Applied Science

This role focuses on building the AI/ML foundation for sustainability initiatives, involving data and AI/ML infrastructure implementation, data pipeline development, and establishing ML Ops best practices. The goal is to support various sustainability efforts like carbon footprinting and climate risk monitoring.

What you'd actually do

  1. Implementing, and maintaining data and AI/ML infrastructure to support a wide variety of large and complex data sets, ensuring high performance, availability, and integrity.
  2. Identifying and solving data needs for Gen AI and benchmarking for tasks across the sustainability domain.
  3. Developing and optimizing robust data pipelines for internal data from sources such as Product Lifecycle Management tools, Product Details (images, text, and structured data), Inventory Management Platforms, and financial systems.
  4. Implement web-scale data collection for images, text, structured data across locations and sustainability domains.
  5. Develop comprehensive monitoring, alarming, and data quality controls for all of the above.

Skills

Required

  • building models for business application experience
  • PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
  • Experience in patents or publications at top-tier peer-reviewed conferences or journals
  • Experience programming in Java, C++, Python or related language
  • Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing

Nice to have

  • Experience using Unix/Linux
  • Experience in professional software development

What the JD emphasized

  • building models for business application experience
  • patents or publications at top-tier peer-reviewed conferences or journals

Other signals

  • AI/ML foundation
  • data pipelines
  • data collection strategy
  • ML Ops best practices