I applied in-person. The process took 1+ week. I interviewed at Target (New York, NY) in Aug 2013
Interview
Called in for an interview after 12 days of applying in the store. Applying online might have been easier. Depends if you can talk to an HR person right away.
Interviewed twice by Team leader then Manager
They will ask for a drug test the same day if you get the job