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Principal Applied Scientist

Company: Microsoft Corporation
Location: Bellevue
Posted on: May 12, 2022

Job Description:

The Microsoft Turing team is an innovative research and engineering team working on state-of-the-art deep learning models to power end user experiences across the company. Applied scientists and software engineers in the Turing team work together to push the boundaries of large-scale deep learning models on Turing's world class distributed training infrastructure. The team works on projects across the entire deep learning life-cycle. This includes deep learning models for language representation, language generation, image representations, and reinforcement learning which are then leveraged for down stream tasks for Bing, Office, Xbox, and more. Our Turing NLG (natural language generation) model is--- 17 billion parameters ---and powers many generative models within Microsoft. The Turing ULR (universal language representation) model is currently the top model on the--- XTREME leaderboard . Additionally, we work on large-scale distributed training, improving training performance, and run-time optimized inference allowing us to utilize the power of large models in production scenarios with tight latency constraints. The scenarios our models power reach -hundreds -of millions of users every month and span across natural language processing, computer vision, video processing, reinforcement learning, and recommendation systems.--- In addition to ensuring that Microsoft is -pushing the -state-of-the-art large-scale models, the Turing team also works on -improving -experiences across -Microsoft's products and services -by working on high value scenarios. -The Turing team has shipped -capabilities -across all of -many -Microsoft -scenarios -including - AutoSuggest , -Microsoft Word's new - find feature , - quick reply on Outlook , -Smart Compose features in Word, -image enhancement models, - recommendations , -as well as many other features across Office, - Bing , and Xbox. -Additionally, we -are working on a few -entirely new experiences -such as - semantic search -for enterprise -and -knowledge management (aka - Cortex ) for -our SharePoint customers. - Are you looking for opportunities to work on state-of-the-art deep learning models -and work on impactful features that will be used by 100s of millions of people? Do you want to work -with world class GPU training infrastructure to solve real world problems? -Would you like -to be -a -part of a diverse, passionate, open-cultured, high visibility team with ambitious goals and a track record for delivering high value impact across the company? We are hiring talented, highly motivated applied scientists with expertise in deep learning, machine learning, natural language processing, information retrieval, computer vision, video processing, reinforcement learning, data mining, and large-scale distributed computation. We are hiring at all levels from entry level to principal. Our goal is to build large, general models that can work across many downstream tasks delighting millions of users with much improved experiences across all Microsoft products.---

Keywords: Microsoft Corporation, Bellevue , Principal Applied Scientist, Other , Bellevue, Washington

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