Staff Research Scientist

MongoDB MongoDB · Enterprise · Palo Alto, CA · PTO Voyage AI

Staff Research Scientist at MongoDB's Voyage AI team, focusing on developing next-generation AI models, specifically embedding models and rerankers for information retrieval and RAG. The role involves cutting-edge research in AI, including frontier LLMs and LLM agent paradigms, with a strong emphasis on publication and rigorous empirical studies.

What you'd actually do

  1. Conduct cutting-edge research in artificial intelligence, from frontier LLMs to embedding models and rerankers
  2. Innovate in next-generation information retrieval and LLM agent paradigm
  3. Collaborate closely with other research scientists and research engineers as well as peers across the organization

Skills

Required

  • PhD degree in Computer Science or related field
  • Track record of coming up with new ideas or improving upon existing ideas in machine learning, demonstrated by accomplishments such as first author publications in top venues
  • Strong background in machine learning, deep learning, and natural language processing
  • Experience building complex neural networks for language and visual understanding
  • Capable of conducting rigorous empirical studies to validate theoretical results

Nice to have

  • leadership
  • problem-solving
  • communication skills

What the JD emphasized

  • first author publications in top venues
  • building complex neural networks for language and visual understanding

Other signals

  • embedding models
  • rerankers
  • information retrieval
  • LLM agent paradigm