If you ask me, I don't really bother if my supervisor is young or senior in his/her respected field. Getting an experienced and influential supervisor in the respected field is just an added benefit. I prefer to weight whether my supervisor is interested with my research topic, level of commitment and working attitude. And also his/her research philosophy.

You'll have a massive headache dealing with supervisor that isn't really committed in your research.