My guess is that either Gotham's Government or the Court of Owls (or maybe both) have guys like Joker to keep around so that all the police force and vigilantes have their attention on them meanwhile the white collar criminals and government agencies can do what their want .
Which leads to Bruce Wayne's School for Gifted Orphans and Psychopaths lol.