economic graph Articles

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

    Matching external companies to LinkedIn’s Economic Graph at scale

    April 25, 2022

    Co-authors: Remi Mir, Tianhao Lu, Xiaoqiang Luo, Yunpeng Xu Introduction LinkedIn’s Economic Graph is rich with nodes representing different entities, one type of which is organizations. Each organization has an ID and a Company Page on There are multiple business benefits associated with being able to map external organizational records to such...

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    How our AI is helping members navigate the Great Reshuffle

    October 27, 2021

    Co-authors: Liangjie Hong, Alexandre Patry, Benjamin Le, and Fei Chen Spurred on by the COVID-19 pandemic and the many changes it has brought, we’re currently in the midst of what we’re calling the Great Reshuffle: a period of transitions in which people are rethinking why and how they work. Nearly 90% of professionals say that the pandemic caused them to...

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    How to build an effective professional network on LinkedIn: Some data-driven insights

    May 4, 2021

    Co-authors: YinYin Yu, Guillaume Saint Jacques, and Paul Matsiras Introduction In 2019, LinkedIn announced an initiative to close the network gap as part of our commitment to equity, and ensuring that everyone has equal access to opportunity. We asked people to take the Plus One Pledge and help someone outside of their network who may not have access to the same...

  • LinkedIn-2020-Emerging-Jobs-Report

    How we mapped the “skills genome” of emerging jobs

    December 10, 2019

    In today’s newly-published Emerging Jobs Report, we introduce the “skills genome methodology” to highlight the unique skills for...

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    Using Economic Graph Data to Power the LinkedIn Salary...

    December 14, 2018

    Co-authors: Xi Chen, Yiqun Liu, Liang Zhang, and Krishnaram Kenthapadi Online professional social networks and job platforms, such as...

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    Sharing LinkedIn’s Economic Graph Data with WomenConnect

    November 29, 2018

    In late October, LinkedIn’s Women in Tech (WIT) organization hosted its latest external WomenConnect event. For those who may be...