- Responsible for the design and implementation of distributed inference infrastructure for feeds, ads and search ranking models.
- Responsible for building monitoring/managing tools to oversee the reliability and scalability of online inference servers
- Responsible for triaging system inefficiency and bottlenecks and improving system performance
- Responsible for building tools to analyze bottlenecks and sources of instability and then design and implement solutions
- Responsible for collaboration with product teams and providing general solutions to meet their requirements
- Familiar with deep learning serving frameworks (TensorFlow Serving/TorchScript).
- Experience in GPU performance optimization
- Ability to work independently and complete projects from beginning to end and in a timely manner.
- Good communication and teamwork skills to clearly communicate technical concepts with other teammates.
- Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch Script).
- Experience in developing and deploying large-scale systems.
- Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/RDMA) or ML for Systems.
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Software Engineer
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engineer II, Content Supply Chain
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engineer lead, Content Supply Chain
4 days ago
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Sr Engineer
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Cloud Engineer
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HonorVet Technologies Seattle, United StatesJob Summary and Mission As part of the Cloud Services team, you core role will be leading the development and operations of our core cloud infrastructure. · This includes all aspects of cloud services within our hybrid environment (private, Azure, AWS). · The role will serve as ...
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Product Manager, Revenue Foundations
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Stripe Seattle, WA, United StatesWho we areAbout StripeStripe is a financial infrastructure platform for businesses. Millions of companies—from the world's largest enterprises to the most ambitious startups—use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission ...
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Electrical Engineer
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Senior Cloud Engineer
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Amazon Seattle, United StatesPrime Video offers customers a vast collection of movies, series, and sports—all available to watch on hundreds of compatible devices. U.S. Prime members can also subscribe to 100+ channels including Max, discovery+, Paramount+ with SHOWTIME, BET+, MGM+, ViX+, PBS KIDS, NBA Leagu ...
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Account Manager
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Machine Learning Engineer-Model Serving Infrastructure - Seattle, WA, United States - ByteDance
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Description
Responsibilities
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking and search ranking in our company. We also drive substantial impact on core businesses of the company. Currently, we are looking for Software Engineer - Machine Learning Serving Infrastructure to join our team to support and advance that mission. Responsibilities: