Sales tax in this state applies to merchandise, not services.
Good question! Same thing happened to my last two phones ordered from RW. Never, ever been charged sales tax on shipping with any other online purchase.
If you feel you were erroneously charged sales tax on shipping please submit a ticket
It is surprising but not uncommon for states to charge sales tax on shipping. You may want to look at this link for some additional info specific to your state