Well, if you handle them every day, they remain tamed - like in those Thailand Buddhist temples, where they are like home pets.
However in most of zoos they try to make animals remain 'wild' in a way. So as soon as they get too big to play with, people stop handling them. And never get in the cage together with tiger in it after that. Due to safety reasons mainly.