• high-level-diagram-of-user-migration-and-dataset-deprecation-tool

    Co-authors: Steven Chuang, Qinyu Yue, Aravind Rao, and Srihari Duddukuru Introduction Having recently transitioned LinkedIn’s analytics stack (including 1400+ datasets, 900+ data flows, and 2100+ users) to one based on open source big data technologies, we wanted to give an overview of the journey in a blog post. This move freed us from the limits imposed by...

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    Completing a member knowledge graph with Graph Neural Networks

    December 1, 2021

    Co-authors: Jaewon Yang, Jiatong Chen, and Yanen Li Introduction LinkedIn members are able to enrich their profiles with information about themselves, like professional history, education, skills, and so on. From members’ inputs, we use AI models to extract their profile attributes or profile entities. This process is called Standardization and Knowledge Graph...

  • image-of-chris-and-family

    As we welcome our largest class of experienced engineers to date, we sat down with LinkedIn’s head of global engineering recruitment, Chris Jenkins, to hear more about his own career journey to LinkedIn, engineering’s tremendous growth, and tips for engineering recruits. What brought you to LinkedIn? Throughout my career, I’ve sought purpose-driven companies...

  • photo-of-charles-and-family

    After years of hopping between coasts, Charles found a home for his family and his ambitions in Silicon Valley. LinkedIn made the...

  • remote-development-architecture

    Building in the cloud with remote development

    November 4, 2021

    Co-authors: Shivani Pai Kasturi and Swati Gambhir Imagine developing on your laptop, but with the computing power of the cloud! Here...

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    How our AI is helping members navigate the Great Reshuffle

    October 27, 2021

    Co-authors: Liangjie Hong, Alexandre Patry, Benjamin Le, and Fei Chen Spurred on by the COVID-19 pandemic and the many changes it has...