I applied in-person. The process took 3 weeks. I interviewed at Trader Joe's (Williamsburg, VA) in Sept 2014
Interview
I interviewed twice. Both times were very easy-going and conversational. I was able to ask my own questions which they were very open to answering. I dressed very casually and even though I did not know a lot about the company or its products it was a fairly easy interview.
It's two to three interviews, the final with the Captain (or highest manager) of the store. The interviews are largely to get to know your personality and how well you would do at customer service.
The interview process was absolutely wonderful! I didn't feel stressed or nervous and it felt like I was just chatting with a friend! Trader Joes is a great company and the interview was great.
Very chill, asked things a lot of job interviews don't, more personal down to earth questions. Made me feel very comfortable. Professional but also cool vibes from everyone who interviewed me. Went to one interview with mates and another with the captain.