It seems there maybe are a few in Stanley Park but they hide pretty well. Certainly a different situation in Victoria where people talk about herds of them romping through the city.
http://www.vancouversun.com/Deer+wanders+through+downtown+Vancouver+with+photos+video/11231270/story.html