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About the role
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search.
What they're looking for
- Bachelor's degree or equivalent practical experience
- 8 years of experience in software development
- 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture
- 5 years of experience with machine learning algorithms and tools (e.g. TensorFlow), artificial intelligence, deep learning, or natural language processing
More about this role
- Design and implement dynamic context construction strategies for RAG (Retrieval Augmented Generation) systems.
- Solve challenges related to limited context versus massive schema documentation, optimizing for precision, recall, and cost.
- Lead the evaluation and fine-tuning of embedding strategy (dense, sparse, and hybrid) to capture domain-specific YouTube terminology. You will decide how we represent data tables, column definitions, and debug logs in vector space.
- Build data pipelines that keep our semantic index fresh in real-time as YouTube’s data schemas evolve.
- Mentor Senior Engineers, drive technical roadmap planning, and collaborate with partners in Google DeepMind and YouTube infrastructure to adopt research.
- Bachelor's degree or equivalent practical experience.
- 8 years of experience in software development.
- 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
- 5 years of experience with machine learning algorithms and tools (e.g. TensorFlow), artificial intelligence, deep learning, or natural language processing.
- 8 years of experience with data structures and algorithms.
-...
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