Learning to Rank for Job #search
▻https://hackernoon.com/learning-to-rank-for-job-search-d1dc44d7070?source=rss----3a8144eabfe3--
Evaluating Learning to Rank Algorithms to Improve Relevance in Job SearchWhat we learned from experimenting with “smart” relevance ranking.Handshake’s mission is to democratize opportunity by making sure that every student, regardless of where they go to school or who they know, can find a meaningful career. At the core of Handshake’s student product is a job search engine, where our 14 million students and young alumni can discover jobs from more than 300,000 employers.Towards the end of last year, our data and platform teams decided to experiment with fundamentally different ways to power job search. Here, we’ll discuss how we approached the problem, the service we built, and what we learned from the process.How We Currently Do Job SearchAs with typical search engines, we index our (...)
#data-science #job-search-ranking #job-search #elasticsearch