and Experimentation Team Experimentation Team, are
We, the Analysis and Experimentation Team, are aiming to build a world-class A/B experimentation service that enables statistical testing new ideas quickly and reliably and then measuring the results of those experiments. Many of our success stories can be read here: http://exp-platform.com In addition to understand some of Microsoft's largest projects, we work to produce statistics to measure results of these experiments. We build large scale systems, using the latest Microsoft and open source software: Azure, Cosmos(USQL), Spark, GIT as examples. We design and code microservices and architectures that may gain large scale usage not only by Microsoft, but users of the Microsoft Cloud Services. Building big data clusters to process statistics and metrics.
• Contribute in building a set of microservices for calculating big data statistics. • Optimize job load from major internal partners such as Bing, Office, Windows over thousands of jobs. • Optimize data mining pipelines by designing caches, updating calculations in different big data compute clusters, such as USQL, Hadoop, Spark and internal offerings. • Create a software system of services to process experimentation results, including integration into Azure, and design of A/B experimentation. • Assist data scientists in calculations and implementation of items necessary to support the validation