affiliates, there are many paths leading to that. like being a top poker pro. everyone is different.
motivation and the unwillingness to work a regular job are #1 qualities.
there is no particular skill set as you can outsource everything; so it is primarily strategy, what site do you build, how you promote, what keyword you target, how you grow. just like any business.