AI Articles

  • Our Responsible AI Principles in Practice

    April 13, 2023

    Co-Authors: Keren Baruch, Grace Tang, Sakshi Jain, Sam Gong, Alex Murchison, Jon Adams, and Sara Harrington We recently shared our Responsible AI principles which summarized how we build using AI at LinkedIn. These principles guide our work and ensure we are consistent in how we use AI to (1) Advance Economic Opportunity, (2) Uphold Trust, (3) Promote Fairness...

  • Our Learnings from the Early Days of Generative AI

    April 6, 2023

    It’s been an exciting few months at LinkedIn, as our engineering and product teams have been working hard to build some new and advanced AI-powered experiences for our members and customers. I have the opportunity to sit at such a unique vantage point where I get to see first hand the work that went into setting the technology foundations - from the technical...

  • Building and maintaining the skills taxonomy that powers LinkedIn's Skills Graph

    March 21, 2023

    Co-authors: Sofus Macskássy, Carol Jin, Shiyong Lin, Xiaomin Wei, and Michael O’Neill When we think of skills, we think of the unique knowledge, expertise, and abilities that each of us has. At LinkedIn, we see skills as more – we see them as a way to level the playing field in the labor market because they represent what a member is capable of – not where they...

  • AI @ LinkedIn - It’s All About Foundations

    March 8, 2023

    For our engineering teams, artificial intelligence (AI) is like oxygen - it powers every product we build and every experience we...

  • Co-authors - Blake Lawit and Ya Xu Editors Note: This post originally appeared on LinkedIn's Official Blog. LinkedIn was founded with...

  • Building LinkedIn's Skills Graph to Power a Skills-First...

    November 30, 2022

    Co-authors: Sofus Macskássy, Yi Pan, Ji Yan, Yanen Li, Di Zhou, Shiyong Lin As industries rapidly evolve, so do the skills necessary...