Software Dev Engineer Ii, Alexa for Shopping

Amazon Amazon · Big Tech · Palo Alto, CA · Software Development

Software Development Engineer II role focused on developing generative AI for shopping on Amazon, involving design and implementation of stable and efficient training systems for model training and reinforcement learning, collaboration with applied scientists and engineers to improve training efficiency and reliability, and design/implementation of scalable data infrastructure for Amazon-scale data ingestion, processing, and delivery across training and evaluation stages. Requires ML and LLM fundamentals.

What you'd actually do

  1. Design and implementation of a stable and efficient training system for model training and reinforcement learning that scale to various of model sizes and architecture.
  2. Collaborate with other talented applied scientists and engineers to improve training efficiency and reliability that accelerates innovation.
  3. Design and implement scalable data infrastructure: that handle Amazon-scale data ingestion, processing, and delivery across different training and evaluation stages;
  4. Quickly learn and adopt state-of-the-art technologies and algorithms in the field of Generative AI.

Skills

Required

  • 3+ years of non-internship professional software development experience
  • 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
  • Experience programming with at least one software programming language
  • Knowledge of Machine Learning and LLM fundamentals, including transformer architecture, training/inference lifecycles, and optimization techniques

Nice to have

  • Master's degree in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field, or GSEC (GIAC Security Essentials) and 1+ years of data scientist or similar role involving data extraction, analysis, statistical modeling and communication experience

What the JD emphasized

  • training system for model training and reinforcement learning
  • scalable data infrastructure
  • state-of-the-art technologies and algorithms in the field of Generative AI

Other signals

  • generative AI for shopping
  • training system for model training and reinforcement learning
  • scalable data infrastructure
  • state-of-the-art technologies and algorithms in Generative AI