Senior Data Engineer
Microsoft
Noida, Uttar Pradesh, IN
4d ago

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.

Responsibilities

You will design, implement, analyze and optimize ML pipelines and the supporting infrastructure for operating on large datasets.

You will create publishing, fault detection and debugging infrastructure which can take intersection of multitude of such pipelines and provide rapid root cause analysis

Qualifications

  • Phd / MS in a machine-learning, Data Science, Distributed ML related area, with 5 or more years of experience
  • Strong knowledge and skills in machine learning software development and architectures for machine learning (with focus on deep learning).
  • Research or Industry experience with one or more of following areas Natural Language Processing (NLP), Information Retrieval, Natural Language Understanding, Computer Vision, Machine Learning
  • Experience in building, deploying, and improving large scale Machine Learning models and algorithms in real-world products.
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