No, it will be fine. Have a few sticks with labels still on, in fact. It will decrease thermal performance a bit but RAM generates very little heat these days.
If you're referring to the little white sticker on the side, then no, it can stay on there. If it's some kind of packaging that covers the gold pins on the long end, then yes, remove that before inserting it into your motherboard.