I applied online. The process took 2 weeks. I interviewed at Trader Joe's (The Woodlands, TX) in Oct 2012
Interview
Very good Hiring and interview process. 2nd and 3rd interviews with various Management of the store. Answered all questions, and very informative on aspects and responsibilites of the job.
Applied online and had one in person interview with the captain. It lasted maybe 10 minutes. Got a call a week or so later that I got the job. Very fast process.
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.