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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

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Hawkins: Diving into the Reasoning Behind our Design System

The Netflix TechBlog

Stranger Things imagery showcasing the inspiration for the Hawkins Design System by Hawkins team member Joshua Godi ; with art contributions by Wiki Chaves Hawkins may be the name of a fictional town in Indiana, most widely known as the backdrop for one of Netflix’s most popular TV series “Stranger Things,” but the name is so much more.

Design 230
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End-to-end observability provides deep insights into user behavior for British Columbia Lottery Corporation

Dynatrace

People now depend on digital experiences for access to goods, services, and entertainment. As such, the corporation’s mission is to deliver exceptional—and healthy—gambling entertainment experiences. “A lot has changed and it’s a lot better now that we have a detailed view of how our players behave in the system.”

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My (Seemingly) Random Walk to Netflix

The Netflix TechBlog

That person grew up dreaming of working in the entertainment industry. Upon graduation, they received an offer from Netflix to become an analytics engineer, and pursue their lifelong dream of orchestrating the beautiful synergy of analytics and entertainment. When I was growing up, I developed a strong interest in the space program.

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Demystifying Interviewing for Backend Engineers @ Netflix

The Netflix TechBlog

Streaming & Gaming Technologies ( [link] ) You are a distributed systems engineer working on product backend systems that support streaming video and/or mobile & cloud games. Passion for large data sets, APIs, access & identity management, or delivering backend systems that enable mobile and cloud gaming is a big plus.

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What is chaos engineering?

Dynatrace

As software performance degrades or fails, the chaos engineers’ findings enable developers to add resiliency into the code, so the application remains intact in an emergency. In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience.

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Data Mesh?—?A Data Movement and Processing Platform @ Netflix

The Netflix TechBlog

stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users. This article gives an overview of the system. As a result, today we define Data Mesh as a general purpose data movement and processing platform for moving data between Netflix systems at scale.