Have you tried it? In my experience you are much more likely to make friends who voluntarily get together for a shared recreational experience than at a workplace where you are required to be. Try joining a bowling team. You'd be amazed at how much hanging out with the same group of people for four hours a week, every week, and having a few beers and laughs with them while you bowl can be to striking up a friendship (or three).
