It's not "bullshit" if other people's experiences are not your own, unless you can claim to have worked in every job role and every team at Amazon.
You should really consider that as a SDE in AWS, you probably have one of the most prized roles in the company and therefore are perhaps treated the best.
Not every team is in the cloud services business. Retail orgs have to necessarily run with as little expense as possible.