Staff GenAI Research Scientist (Retrieval)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Staff GenAI Research Scientist (Retrieval): Leading research on Information Retrieval and Agent components to advance the scientific frontier of LLMs with an accent on RAG, embeddings, and vector search. Focus on driving algorithmic innovations for retrieval within LLMs and validating hypotheses against state-of-the-art benchmarks.
Location: Must be based in New York City, New York
Salary: $192,000 — $270,000 USD
Company
is a data and AI company providing a Data Intelligence Platform to unify and democratize data, analytics, and AI for over 10,000 organizations worldwide.
What you will do
- Define and lead independent research agendas on Information Retrieval for reusable Agent components.
- Drive research and technical strategy across enterprise retrieval and search, including workspace and vector search.
- Develop algorithmic innovations for Retrieval within Large Language Models (LLMs).
- Conduct experiments to empirically validate hypotheses and benchmark against state-of-the-art approaches.
- Collaborate with a diverse team of researchers and engineers to encode scientific expertise into production products.
Requirements
- PhD in Computer Science or a related field.
- Strong foundations in Natural Language Processing (NLP) and Information Retrieval.
- Experience developing and implementing methods that extend and improve model capabilities, reliability, and safety.
- First-author publications at top ML/systems conferences (EMNLP, ICLR, ACL, NeurIPs) focused on optimization or efficiency.
- Location: Must be based in New York City.
Culture & Benefits
- Comprehensive benefits and perks tailored to the region.
- Commitment to a diverse and inclusive culture with equal employment opportunity standards.
- Opportunity to work with the original creators of Lakehouse, Apache Spark, Delta Lake, and MLflow.
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