unless someone told him there was something valuable in the junkyard, indy wouldn't be there.
now, depending on what you mean by 'junk shop,' that's doable. if it's someone that's like a curiosity shop or somewhere that'd sell little things that could also be valuable (or hell, somewhere that sells a watch battery, i'll give him that as a reason)... then he'd be there. :)