• image-that-says-introducing-the-linkedin-scholars-program-partnering-with-academia-to-solve-real-world-business-challenges

    Introducing the LinkedIn Scholars Program: Partnering with academia to solve real-world business challenges

    May 12, 2022

    At LinkedIn, our engineering teams are constantly working to keep the company at the cutting edge of innovation to deliver value for our members and customers. We recognize that many innovations are happening within academia and partnering more closely with them will strengthen our ability to research, ideate and accelerate the value we are able to deliver to...

  • image-of-model-for-activity-embedding

    Improving job matching with machine-learned activity features

    May 11, 2022

    Co-Authors: Alex Tsun, Bo Ling, Nikita Zhiltsov, Declan Boyd, Benjamin Le, Aman Grover, and Daniel Hewlett Introduction One major goal of the LinkedIn Talent Solutions team is to match job seekers and job posters, leading to mutually beneficial outcomes. A service that any LinkedIn member can use is JYMBII (Jobs You May Be Interested In), which uses information...

  • image-of-sonic-buffer-scheduler-configuration

    Scaling storage in the datacenter with RoCE

    May 2, 2022

    Co-authors: Ishan Shah, Alasdair James King, and Zhenggen Xu To support the consistent growth in hyperscale environments, our infrastructure relies on a plethora of storage databases and data processing nodes across its fleet. Those services reap performance benefits from NVMe’s (Non Volatile Memory Express) super-low latency. Currently, many services still use...

  • image-of-community-builder-nodes

    Community building recommender for group chats in LinkedIn ...

    April 28, 2022

    Co-authors: Adam Leon and David Golland At LinkedIn, relationships matter. On our platform, we focus on helping our members build and...

  • image-of-pipeline-for-organization-entity-resolution

    Matching external companies to LinkedIn’s Economic Graph at...

    April 25, 2022

    Co-authors: Remi Mir, Tianhao Lu, Xiaoqiang Luo, Yunpeng Xu Introduction LinkedIn’s Economic Graph is rich with nodes representing...

  • image-of-my-sql-cluster

    Addressing the last mile problem with MySQL high...

    April 22, 2022

    MySQL is the first database choice for applications at LinkedIn that require a relational database store. Managing a large number of...