I don't think it is too late because I have colleagues around the same age which joined after mid-career switch. However, having said that, we face an extremely unfavorable job market this year with many young graduates turning to teaching as their first choice (unable to secure jobs in other sectors). Hence, unless you have relevant experience, chances might be extremely slim since competition is stiffer than usual.

Good luck!