Amazon.com needs to hire talented software engineers to maintain and develop their online software services. The industry-standard processes for finding candidates miss many strong developers and are time-consuming for Amazon’s recruiters. The goal of this project is to create a tool that improves the efficiency and breadth of Amazon’s candidate search by intelligently mining online resources.