- We are looking for A pplied S cientist with deep RD background to conduct research and development on intelligent search advertising system to mine and learn actionable insights from large scale data and signals we collect from user queries and online activities, advertiser created campaigns and their performances, and myriad responses from the parties touched by the system in Microsoft ads paid search ecosystem.
- The person will play a key role to drive algorithmic and modeling improvement to the system, analyze performance and identify opportunities based on offline and online testing, develop and deliver robust and scalable solutions, make direct impact to both user and advertisers experience, and continually increase the revenue.
- 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.
- 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.
Computer science; Cloud computing; Data analysis; C++; Operations research; Information retrieval; microsoft; Data mining; Analytics; Monitoring
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