No it does not.
My Watch can go three days without charging.
I put it on the charger for about 20 minutes every morning while I shower and get dressed. It is back to 100% with that little charge.
I have gone away for a long weekend, Friday through Sunday, forgot my charger, and it was still working when we got home Sunday night.