it is totally depend on your luck, but to my experiences, try to look for it in advance you can visit jobstreet, jobs central etc . Fly over when you got some interview
my neiborgh flat rent out his appartment to foreign students and they are partying every which so noisy. finally i give up and move to a condo in Bishan st