Should I be concerned about bacterial contamination with fingers going in the paste and into my armpits?

That's a great question!

Bacteria require water in order to survive, and Woohoo is a completely waterless product.

That's part of the beauty of it - it doesn't even require preservatives since there's nothing for bacteria to feed on.