• Deployment of Exabyte-Backed Big Data Components

    December 19, 2023

    Co-authors: Arjun Mohnot, Jenchang Ho, Anthony Quigley, Xing Lin, Anil Alluri, Michael Kuchenbecker LinkedIn operates one of the world’s largest Apache Hadoop big data clusters. These clusters are the backbone for storing and processing extensive data volumes, empowering us to deliver essential features and services to members, such as personalized...

  • Extracting skills from content to fuel the LinkedIn Skills Graph

    December 13, 2023

    Co-authors: Sofus Macskassy, Lu Sun, Di Zhou, Rui Kou and Zhuliu Li Skills are at the heart of every professional's qualifications for a role or new opportunity. At LinkedIn, we see a future where the world of work is centered on a skills-first economy. Adopting a skills-first approach will be especially critical as the requirements for roles, businesses, and...

  • Privacy Preserving Single Post Analytics

    December 12, 2023

    Authors: Ryan Rogers, Subbu Subramaniam, Lin Xu Contributors: Mark Cesar, Praveen Chaganlal, Xinlin Zhou, Jefferson Lai, Jennifer Li, Stephanie Chung, Margaret Taormina, Gavin Uathavikul, Laura Chen, Rahul Tandra, Siyao Sun, Vinyas Maddi, Shuai Zhang Content creators post on LinkedIn with the goal of reaching and engaging specific audiences. Post analytics helps...

  • Augmenting our content moderation efforts through machine...

    November 27, 2023

    Co-Authors: Abhishek Chandak and Ritish Verma We recognize that our 1 billion members and their over 10 billion years’ worth of...

  • How LinkedIn Built the Engineering Infrastructure to Ignite...

    November 20, 2023

    Co-Authors: Shweta Patira, Ankan Saha, Yilin Li, and Manas Somaiya Earlier this year, we launched Collaborative Articles with the...

  • Building Our New Personalized AI-Powered Premium Experience

    November 1, 2023

    (This article originally appeared on LinkedIn) Advancements in AI are already starting to transform jobs, skills, and career paths,...