Rebecca Blood pointed me to an article (via the BBC) which says that goths are strictly middle class:
"They won't like me saying it, but their lifestyle, unlike the punk scene, is a middle-class sub culture," says Dunja Brill, who carried out the study.
The article on the BBC notes that goths tend to become "doctors, lawyers or architects".