• 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 the Linux Foundation supporting open source innovation in artificial intelligence, machine learning, and deep learning. “We’re thrilled to welcome TonY into incubation in LF AI & Data. The project offers functionalities that are not...

  • 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...

  • a-graph-showing-keyword-search-query-p95-latency-with-increasing-qps-for-different-workloads

    Text analytics on LinkedIn Talent Insights using Apache...

    June 16, 2021

    Co-authors: Siddharth Teotia and Tim Santos Introduction LinkedIn Talent Insights (LTI) is a platform that helps organizations...