Research Engineer, Applied AI

3 days ago

Prague, Hlavní město Praha, Czech Republic kapa Full time €80,000 - €100,000 per year
As a research engineer you will work on improving kapa's ability to answer harder and harder technical questions. Check out Docker's documentation for a live example of what kapa is (look for the "Ask AI" button).

In This Role, You Will
  • Work directly with the founding team and our software engineers.
  • Work on and do research in state-of-the-art retrieval and search techniques.
  • Work on and deploy machine learning models as part of RAG.
  • Continuously improve our quality evaluation frameworks to enable robust iteration.
  • Keep up with the latest developments in the space and see how they can be applied.
  • Design and run experiments.

In addition to the founding team, you'll have support from a number of leading academics in the field that are all close advisors (incl. Douwe Kiela, author of the original RAG paper).

You May Be a Good Fit If You Have
  • A Master's/ PhD degree in Computer Science, Machine Learning, Mathematics, Statistics or a related field.
  • A detailed understanding of machine learning, deep learning (including LLMs) and natural language processing.
  • Hands-on experience in training, fine-tuning and deploying large language models.
  • Have prior experience working with vector databases, search indices, or other data stores for search and retrieval use cases.
  • Significant experience building evaluation systems for LLMs or search.
  • Familiarity with various information retrieval techniques, such as lexical search and dense vector search.
  • The ability to work effectively in a fast in a environment where things are sometimes loosely defined.
  • Want to learn more about machine learning research.
  • This is neither an exhaustive nor necessary set of attributes. Even if none of these apply to you, but you believe you will contribute to , please reach out.

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