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6 days ago
As an AI/ML Engineer, you will be part of our team contributing to the development of cutting-edge software that enhances creativity and productivity for teams and enterprises.
Key Responsibilities:- Develop products utilizing Large Language Models (LLMs) and other foundation models, evaluating and incorporating emerging techniques into production systems.
- Design and implement high-performance search and Retrieval Augmented Generation (RAG): Data indexing, ranking, query processing.
- Create evaluation frameworks for agent, RAG, and LLM performance, leveraging a polyglot approach with a preference for open-source models.
Our ideal candidate should possess:
- 2-5 years of experience in Software Engineering or end-to-end Data Science, proficient in Python and data-oriented algorithms.
- A strong background in distributed data systems or machine learning engineering, with experience in distributed computing frameworks like Ray being a plus.
- Proven ability to experiment with new techniques and deliver robust production code, with proficiency in technologies including Ray, Postgres, Iceberg, Google Cloud, Docker/Kubernetes/Helm.
- Demonstrated experience in building agents, training and evaluating emerging foundation LLMs, constructing RAG systems, and planet-scale information retrieval systems, or working with vector databases.
We have a high-performance engineering culture emphasizing personal accountability, autonomy, learning, and growth. Our approach is design-centric, grounded in market analysis, user research, and scientific thinking, with a focus on automation and respectful collaboration.
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