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