You have to pay social security on every dime up to $120,000 you personally make. Doesn't matter if you make it through an Sole Proprietorship, LLC, C-Corp or S-Corp.
Although in Amy's case, she may not have to pay any living in Vienna. But I'm sure the US Gov't get it's share.