I know BL is not out on bail. But "bounty hunter" literally means bail agent. That is what DOG is licensed to do. He's not a fugitive hunter. You need state licenses for that. See the article I linked to.
Dog The Bounty Hunter was the name of his reality show. I think with this case, "Dog" is there because he's a Dad and wants justice for Gabby. jmo