I applied online. The process took 2 weeks. I interviewed at The Long Now Foundation (San Francisco, CA) in May 2012
Interview
Process took about one to two weeks. Cover letter containing summary of qualifications was sufficient - in-person interview wasn't necessary, to my surprise.