I'm pretty sure that commodity retail has always, for my living memory at least, been a pretty stressful, insecure, and low-wage position.
Amazon's scale brings welcome visibility to the problem, and offers employees the chance to unionize, but I'm puzzled by upper-class culture's seemingly new discovery that commodity retail is a shitty job.