I applied through university. The process took 3 weeks. I interviewed at LinkedIn
Interview
Submitted resume at university job fair, got a very fast response. First call was with a recruiter, non-technical, discussed resume, general interests, and the like. Next was the phone screen, questions were fairly standard. They will get through as many as they can in an hour, though I personally got stuck on my first and thus only got through two questions.