Software Engineer III, Infrastructure, RankEmbed

Google's software engineers develop next-generation technologies that change how billions of users connect, explore, and interact with information. Our products handle information at massive scale and extend well beyond web search. We seek engineers who bring fresh ideas from areas such as information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design, and mobile. As a software engineer, you will work on a specific project critical to Google’s needs, with opportunities to switch teams and projects as our fast-paced business grows and evolves. We need versatile engineers who display leadership qualities and are enthusiastic to take on new problems across the full-stack as we continue to push technology forward. In Google Search, we're reimagining what it means to search for information, solving complex engineering challenges and expanding our infrastructure while maintaining a universally accessible and useful experience for people around the world.

• Work on RankEmbed’s serving and indexing infrastructure that is currently serving millions of QPS at a low latency, identify bottlenecks and deploy robust solutions.
• Design, implement and execute a robust rollout plan for the multiple components involved in RankEmbed’s model refreshes.
• Collaborate with SREs and Core on designing and implementing best practices to improve the existing ML infrastructure.
• Work with clients inside and outside of Search to understand their requirements and define their deployment strategy.
• Evaluate and analyze the performance of the various infrastructure components to identify their limitations and avenues for improvement.