through the whole show or did he graduate and start working?

Episode 10, John is talking to protestor Billy Roy Soames and says, back when I was in college...

So, I wondered what he meant. I never noticed he graduated and started working.

I think he's a grad student, so "college" would be when he was an undergrad.