Do I need to be a professional photographer to become a contributor?

No. Decent photos help, but the strongest contributors usually bring some mix of knowing the neighborhood, being a good talker, and following up with people, not a camera resume. Some of the best contributors started as servers, bartenders, bloggers, or just people who always knew where to eat. The contributor page has the full list of backgrounds that tend to work.