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AI Search Engineer at Activeloop | Y Combinator's Work at a Startup

Dec 01, 2024 - workatastartup.com
Activeloop is a rapidly growing company that provides an API for creating, storing, and collaborating on multi-modal AI datasets. Their open-core stack allows for rapid data transformation and streaming while training models at scale. Their product, Deep Lake, acts as a vector database for model training, offering benefits like using multi-modal datasets for fine-tuning LLM models, storing embeddings and original data with automatic version control, and providing a serverless service with no vendor lock-in. The company is backed by Y Combinator and other Silicon Valley heavyweights and is currently hiring.

The company is seeking an AI Search Engineer with a deep understanding of large-scale information retrieval systems, deep learning, databases, and RAG architectures. The role involves designing, developing, and deploying advanced search and retrieval systems, optimizing search algorithms, implementing vector storage and indexing solutions, and developing machine learning models for information retrieval tasks. The ideal candidate should have a Master's or PhD degree in a related field, strong programming skills, experience in developing and deploying complex machine learning models, and a solid understanding of advanced machine learning algorithms.

Key takeaways:

  • Activeloop provides a simple API for creating, storing, versioning, and collaborating on multi-modal AI datasets of any size, with significant benefits such as automatic version control and serverless service.
  • Activeloop is one of the fastest-growing libraries on GitHub and is used by major companies like Google, Waymo, and Intel.
  • The company is currently hiring for an AI Search Engineer, who will be responsible for designing, developing, and deploying advanced search and retrieval systems.
  • Activeloop is building Deep Lake, a platform that unifies and abstracts away infrastructure for easier and highly efficient machine learning and deep learning.
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