Data and Applied Scientist(All level) (BB-3AF7D)
Found in: Neuvoo CN
Do you like working on technology problems which impact people on a global scale? Are you interested in creating brand new collaborative experiences by state-of-the-art machine learning models for a rapidly evolving and expanding machine-learning empowered products? Bing Multimedia Group is responsible for developing global image & video search/recommendation/browsing experiences in Bing, and also contributes to Windows, Edge, Azure, MSN, etc., which is the largest vertical in Bing to contribute DAU & engagements, we are a global team with offices in Beijing, Suzhou, as well as Bellevue/USA. The Video Recommendations Team in Bing Multimedia Group is responsible for building video feeds experiences for Microsoft, we are targeting to build differentiated, personalized video contents recommendation experiences for billions of users in Microsoft product lines, including Bing, Windows, Edge, MSN, etc., these video recommendation experiences include near real time video feeds, related videos, structured & chaptered video feeds experiences, etc., it's also global experiences to target 100+ languages & 200+ regions.
As a member of our team you will design, develop, evaluate & deploy machine learning models, as well as corresponding metrics/measurements, online & offline pipelines, and integrate into production runtimes. You need to closely work together with our top machine learning scientists/researchers nearby and remotely, build our core machine learning horsepower, contribute to billion scale machine learning systems, and improve our video recommendation products(including video feeds, related videos, etc.) in Microsoft Bing & Windows & Edge, etc..
- tracking records of delivering machine learning empowered products; - familiar with e2e machine learning development cycle, from model measurements/training/evaluation, to optimization/deployment, etc.; - Experiences in one of these training frameworks: Pytorch, Tensorflow, MxNet, etc.; - Experiences in one of these domains: search engines, recommendation systems, computer vision, deep-learning, natural language processing; - Experiences in one of these programming languages: Python, C++, C#, etc.; - Experiences in big data mining, familiar with Hadoop/Spark is a plus; - Solid Communication/Collaboration skills to work with team members across global; - MS/PhD degree in Computer Science or a related discipline.
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