I applied online. The process took 1 day. I interviewed at Thumbtack (Salt Lake City, UT) in May 2016
Interview
Had two sets of interviews with two different groups. Both groups asked the same two questions (What's your best experience? What's your worst experience) and didn't seem to have anything else prepared. I had to lead to lead the interview.