research Articles

  • talentsearch3

    Building Representative Talent Search at LinkedIn

    October 10, 2018

    Co-authors: Sahin Cem Geyik and Krishnaram Kenthapadi   Introduction: Building products that create opportunity Motivated by LinkedIn’s goal of creating economic opportunity for every member of the global workforce and by a keen interest from our customers in making sure that they are able to source diverse talent, we have adopted a “diversity by design”...

  • EGR2018

    Research Updates: Economic Graph Research Program CFP

    August 20, 2018

    If you are a researcher, academic, or data-driven thinker, the LinkedIn Economic Graph Research Program (EGRP) is your opportunity to team with LinkedIn to solve some of the most challenging economic problems of our time. Today, I am happy to provide an update on the new research teams that have joined the EGRP on an ongoing basis, and to announce a new call for...

  • linkedin-feed-AI-1

    A Look Behind the AI that Powers LinkedIn’s Feed: Sifting through Billions of Conversations to Create Personalized News Feeds for Hundreds of Millions of Members

    March 29, 2018

    Co-authors: Tim Jurka, Souvik Ghosh and Pete Davies Overview At LinkedIn, our mission is to connect the world’s professionals to make them more productive and successful. The LinkedIn Feed stands at the center of this global professional community: a place for our members to discover and join the conversations that are happening among their connections, taking...

  • searchfederation1

    Search Federation Architecture at LinkedIn

    March 14, 2018

    Co-authors: Yi Shen, Claire Liu, and Ali Mohamed Introduction: A brief history of Search Federation at LinkedIn Almost every part of...

  • feature-image-3

    Trends in AI for Online Education: Recommending...

    January 25, 2018

    Editor’s Note: Shivani Rao is a Senior Applied Researcher on the LinkedIn Learning Relevance team, where she works on applications of...

  • salary1

    The Statistical Modeling System Powering LinkedIn Salary

    December 19, 2017

    Co-authors: Krishnaram Kenthapadi, Stuart Ambler, Xi Chen, Yiqun Liu, Liang Zhang, and Deepak Agarwal Introduction For most job...