I feel like the writers were trying to figure out who would be on the realistic end of villains and decided that the Penguin could be changed to be a mob boss.
Also, the Penguin was a mob boss. Batman best the Penguin up, but the Penguin deserved to be behind bars.
It has been legally shown he paid for one, which is higher than average.