When I apply for a job I always take into consideration just where the job is located. I want to know if the area is safe in case I have to work overtime and leave the office late.
I also make sure that I know where all the subway trains are and which subway lines get me there. Also because I like to know where I am and the fastest route to get there and home again.
Would I turn down a job if the area was unsafe? Well, that depends on how unsafe it was. If a subway line was nearby and I didn't have to walk too far then I wouldn't. But if it were in a bad area and a long walk to any subway then I would turn it down.
I also like to know how far I have to walk just in case we get a lot of snow. I hate walking in the snow. :)