The Satori team within AI and Research Division is looking for extremely talented machine learning scientist to help build the next generation knowledge graph for Microsoft. The knowledge graph we built has been used to power question answering, search, and office intelligence. Specifically, this position is within the entity conflation team. In the real world, the information of one entity is often scattered across different web sites. Merging them into a single record is important for building clean, rich, and comprehensive knowledge graph. We use deep learning and NLP techniques on daily basis. The team is growing fast. Candidates need to have strong background in either machine learning/NLP or large-scale system optimization. This team has both ML/NLP experts and system guru. It is a great place to gain experience in both fields, and build a successful career.
Improve existing entity conflation machine learning models. Build local one box conflation tool. Improve production conflation pipeline.
Graduate degree in CS or equivalent. 3+ years programming experience in C#, or comparable languages like Java, C++, Python. Experience in machine learning, NLP or data mining.