We are the computational advertising team in the AI & Research organization at Microsoft. We are looking for candidates with research and applied experience in machine learning related areas. Search advertising is a $100 billion market worldwide. Microsoft's Bing search engine supports over 30% of desktop search in the US, with similarly significant presence in many other countries. We are a team of applied scientists working on machine learning components in the whole sponsored search stack.
Our work covers ad selection (IR, NLP, deep learning), relevance & click prediction (large scale regression, ranking, discriminative models, recommender systems, ensembles), auction mechanism design, marketplace optimization (large-scale multi-objective optimization), ad quality and policy enforcement (ML in adversarial settings), and a number of other ML-driven solutions.
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