The whole thing is kinda...strange. Amazon's effectively making a delivery workforce wearing their uniforms, their logo’d delivery vans, their rules, yet absolutely not their employer.
I honestly think their strict rules including benefits is going to get a very hard look (probably during the busy holiday season) by various state labor boards, and most likely, result in them being declared the actual employer.
The IRS will want them on W2.