Microsoft | Hiring | Sr. Data & Applied Scientist | Bangalore/Bengaluru | BigDataKB.com | 2022-09-29

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Job Location: Bangalore/Bengaluru

  • User/query intent understanding, document/ad understanding, user targeting
  • User response (click & conversion) prediction using large scale machine learning algorithms
  • Ads Trust & Safety : Ads Editorial, Network protection, fraud detection, traffic quality measurement
  • Marketplace mechanism design and optimization, and whole-page experience optimization
  • Personalization
  • Innovative new ads products
  • Advertising metrics and measurement, including relevance and ad campaign effectiveness
  • Data mining and analytics
  • Supply-demand forecasting
  • Ad campaign planning and optimization
  • Experimentation infrastructure including tools for configuring and launching experiments, dashboard, live marketplace monitoring, and diagnosis.
Qualifications

  • 7 + s oftware development experience in one of the major programming languages: C++, C#, C, or Python required.
  • 4 + years hands-on experience with PyTorch or Tensorflow .
  • 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 n atural l anguage p rocessing, i nformation r etrieval, c omputer v ision, l arge s cale m achine l earning, r einforcement l earning.
  • Bachelor degree in computer science or a related field is required.
  • Excellent problem solving and data analysis skills.
  • Passionate, self-motivated.
  • Effective communication skills, both verbal and written.
  • Strong software design and development skills/experience.

Preferred Qualifications:

  • Phd /MS in a machine-learning related area with p ublications in top tier conferences
  • Experience in building, deploying, and improving large scale Machine Learning models and algorithms in real-world products.

Apply Here

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