Amazon does charge shipping if you live in the best state in the USA- Washington. Otherwise, nope, no tax.
But for all of us that live in Washington, Amazon is merely MEH because we have to pay the damn near 10% sales tax.
No income tax though, and all sales tax is taken off your federal income taxes, just like states who have state income taxes!