data science Articles

  • How LinkedIn Is Using Embeddings to Up Its Match Game for Job Seekers

    October 5, 2023

    Co-Authors: Jacob Mannix and Shaobo Zhang Think of how many times a day you use some type of search functionality across your devices and applications to discover information, find a contact, or a new job opportunity. The truth is we all depend on the ability to search for things online, and finding the right match to the information, organization, or to a job...

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    DARWIN: Data Science and Artificial Intelligence Workbench at LinkedIn

    January 28, 2022

    Co-authors: Varun Saxena, Harikumar Velayutham, and Balamurugan Gangadharan LinkedIn is the largest global professional network and generates massive amounts of high-quality data. Our data infrastructure scales to store exabytes of data; data analysts, data scientists, and AI engineers then use this data to power several LinkedIn products and the platform as a...

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    Our approach to building transparent and explainable AI systems

    October 7, 2021

    Co-authors: Parvez Ahammad, Kinjal Basu, Yazhou Cao, Shaunak Chatterjee, David Durfee, Sakshi Jain, Nihar Mehta, Varun Mithal, and Jilei Yang Delivering the best member and customer experiences with a focus on trust is core to everything that we do at LinkedIn. As we continue to build on our Responsible AI program that we recently outlined three months ago, a...

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

    August 5, 2021

    Co-authors: Qiannan Yin, Yan Wang, Divya Venugopalan, Cyrus Diciccio, Heloise Logan, Preetam Nandy, Kinjal Basu, and Albert Cui...

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    An update on Responsible AI at LinkedIn

    May 24, 2021

    Co-authors: Parvez Ahammad, Kinjal Basu, Shaunak Chatterjee, Sakshi Jain, Ryan Rogers, and Guillaume Saint-Jacques At LinkedIn, our...

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    Greykite: A flexible, intuitive, and fast forecasting...

    May 13, 2021

    Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad In this blog post, we introduce the...