We are building a service that actively uses LinkedIn to fetch profiles. We tried ScrapIn to achieve that goal. So far it works great and fast, it's easy to use and it allows us to get all the needed info: profiles basic info, job history, education history, skills etc.
The pricing model looks affordable (and unused credits won't expire :))