Does amazon charge tax to customers?

I got my first order on Amazon. The items customer bought totalled $39.98 but they were charged a tax of $3.1. Does that tax has to do anything with me or is that between the customer and Amazon? Is that tax charged to customer compulsory or can I somehow change the settings to remove it for future? Also will Amazon ever charge tax from me?