sunshine, I very much doubt that it will improve once you've moved in with him - if anything, I would expect him to get worse. By moving in whilst he's still exhibiting all these controlling behaviours, you're essentially giving him the green light to carry on.
If I were you, I'd think very carefully about what to do next. I would want concrete proof that he thinks being controlling is a bad thing, and is trying to change his attitudes.
FWIW, this is the sort of thing a lot of abusive men will say at the start of a relationship (not saying that yours is abusive, this is just an example) as then, when they carry on being controlling and trying to run every aspect of their partner's life, if their partner objects, they can just say "well I told you I was controlling, you always knew that, it was your choice to stay with me". It's a way of safeguarding themselves so that you can't complain about their future actions.
FWIW, anyone who didn't "allow" me to work where I chose, or complained about other men looking at me, would be straight out the door. I've got no time in my life for that sort of crap. I run my life. Me. Noone else.