I applied through a recruiter. The process took 1 week. I interviewed at Edmunds.com (Santa Monica, CA) in May 2015
Interview
Streamlined. Interviews were set up in a matter of days, met with almost all members of the team (including the executive head of the department - very refreshing as I was going out for an entry level position), heard back within the next 2 days.