artificial intelligence Articles

  • talentai1

    The AI Behind LinkedIn Recruiter search and recommendation systems

    April 22, 2019

    Co-authors: Qi Guo, Sahin Cem Geyik, Cagri Ozcaglar, Ketan Thakkar, Nadeem Anjum, and Krishnaram Kenthapadi LinkedIn Talent Solutions serves as a marketplace for employers to reach out to potential candidates and for job seekers to find career opportunities. A key mechanism to help achieve these goals is the LinkedIn Recruiter product, which helps recruiters and...

  • jobsai1

    Learning Hiring Preferences: The AI Behind LinkedIn Jobs

    February 12, 2019

    Co-authors: Benjamin McCann and Nadeem Anjum Last June, we introduced Recommended Matches: candidate recommendations for your open job posting that get more targeted over time based on your feedback. We're now rolling out this feature globally alongside an updated version of the algorithm powering it. This new algorithm, which is used throughout the Jobs...

  • feature7

    Trends in AI: NeurIPS 2018

    January 16, 2019

    Co-authors: Gungor Polatkan and Romer Rosales In December, we attended the artificial intelligence and machine learning conference NeurIPS 2018 in Montreal, Canada. In this post, we share our personal observations from the event, explain the trends in artificial intelligence research, and provide an overview of specific hot topics in addressing the problems in...

  • proml1

    Scaling Machine Learning Productivity at LinkedIn

    January 3, 2019

    Co-authors: Joel Young, Bee-Chung Chen, Bo Long, Marius Seritan, and Priyanka Gariba The rate at which artificial intelligence (AI)...

  • readinggroup1

    Lessons from 1.5 Years of our AI & Data Reading Group

    December 3, 2018

    Group photo of the reading group for Data Standardization, Knowledge Graphs, Natural Language Understanding, and Conversational AI at...

  • 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...