If you're not working, there is little chance of qualifying for a loan. I also wouldn't take out a personal loan simply to boost your credit score a little bit. It's not going to suddenly drive up your credit score. The bank will care much more about you having a decent, long term job than whether or not you made payments on a personal loan over the last year.