I don’t want “affirmative action” to work in my favor, but it probably will even tho I don’t want to

I don’t “need” to do a graduate program for any particular reason (given how I already work as a professional policy analyst). However, I do want to appear “legit”, and research public policy as well. Then again, I do not intend to pursue any tenure since it’s not something I need nor want. I love being a policy analyst (as my primary trade), but it’d be cool to give lectures as a side gig as well.