(This article originally appeared on LinkedIn) Advancements in AI are already starting to transform jobs, skills, and career paths, and we know that our members and customers are thinking about the implications for this new world of work. That’s why I’m excited to share that we’re rolling out a new AI-powered LinkedIn Premium experience, starting with a selected group of US based Premium subscribers today. These members will see AI-powered takeaways on the platform to help them unlock hidden opportunities, from how to get more knowledgeable about important topics, to what actions to […]

Building Our New Personalized AI-Powered Premium Experience

Co-authors: Jason (Siyu) Zhu, Amol Ghoting, Birjodh Tiwanna, Maneesh Varshney Introduction At LinkedIn, we strive to provide our members with valuable content that can help them build professional networks, learn new skills, and discover exciting job opportunities. To ensure this content is engaging and relevant, we aim to understand each member's specific goals and preferences. This may include interests such as keeping up with the latest news and industry trends, participating in discussions by commenting or reacting, contributing to collaborative articles, or sharing career […]

Enhancing homepage feed relevance by harnessing the power of large corpus sparse ID embeddings

Authors: Ameen Maali, Rohit Pitke, Surbhi Jain, and Mira Thambireddy Security of our members’ data is a key priority at LinkedIn. To tap into the collective insights of the entire security community, we decided to expand our private bug bounty program to everyone on the HackerOne platform last year. In this blog post, we reflect on our journey through the program’s inception, the successes, the learnings, and discuss why our bug bounty program has been so valuable in keeping LinkedIn a secure and trustworthy platform. Private Program Overview Road to Public launch In 2014, […]

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