• example-screenshot-of-people-you-may-know-feature

    Optimizing People You May Know (PYMK) for equity in network creation

    August 5, 2021

    Co-authors: Qiannan Yin, Yan Wang, Divya Venugopalan, Cyrus Diciccio, Heloise Logan, Preetam Nandy, Kinjal Basu, and Albert Cui LinkedIn’s mission is to be a place that is focused on creating economic opportunity and driving more equitable outcomes for every member of the global workforce. A key part of that mission is enabling people to connect with each other...

  • gif-showing-new-recruiter-and-jobs-experience

    New Recruiter & Jobs: The largest enterprise data migration at LinkedIn

    July 23, 2021

    Co-authors: Xiaoyang Gu, Xie Lu, and Xiaoguang Wang Introduction In August 2019, we introduced our members and customers to the idea of moving LinkedIn’s two core talent products—Jobs and Recruiter—onto a single platform to help talent professionals be even more productive. This single platform is called the New Recruiter & Jobs. Figure 1: New Recruiter & Jobs...

  • current-architecture-of-the-daily-executive-dashboard-pipeline

    From daily dashboards to enterprise grade data pipelines

    July 20, 2021

    Within a matter of hours of each day beginning, we ingest tens of billions of records from online sources to HDFS, aggregated across 50+ offline data flows, and visualize 40+ metrics across our business lines to support a dashboard providing company leaders with timely and critical business insights. Dubbed the Daily Executive Dashboard (DED), this dashboard...

  • diagram-of-how-tony-works-with-horovod

    TonY joins LF AI & Data Foundation

    July 15, 2021

    Co-authors: Keqiu Hu, Jonathan Hung, and Junfan Zhang Today, TonY is joining the LF AI & Data Foundation, an umbrella foundation of...

  • image-shows-graph-of-feature-drift-of-output-variable

    Model health assurance platform at LinkedIn

    July 13, 2021

    Co-authors: Rajeev Kumar, Dhritiman Das, Saatwik Nagpal, Shubham Gupta, and Vikram Singh At LinkedIn, we leverage AI to provide a...

  • illustration-of-ai-based-four-step-approach-for-helping-members-realize-increased-value

    Helping members connect to opportunity through AI

    July 1, 2021

    Co-authors: Rupesh Gupta and Lingjie Weng LinkedIn’s mission is to connect the world’s professionals to make them more productive and...