career path - What is the downside of not pursuing postdoctoral fellowship position?

Suppose after graduating from a PhD program, you don't do a post-doc. Are the chances of getting a tenure-track position severely reduced? Also is it possible to do a post-doc after a completion of a masters program (probably should be called a "post-masters")?