Presented to the Bay Area Search Meetup on February 26, 2014 http://www.meetup.com/Bay-Area-Search/events/136150622/ At LinkedIn, we face a number of challenges in delivering high quality search results to 277M+ members. Our results are highly personalized, requiring us to build machine-learned relevance models that combine document, query, and user features. And our emphasis on entities (names, c