For the engineers that can pass Amazon's 'hiring bar', other companies will often match or do better on total comp. For a long time in Toronto they were the highest offer, but those days are over.

Amazon also has an on-call culture that - depending on the team - can be brutal. And it's often viewed as the team's own fault and problem to fix.

There are some really wonderful niches within Amazon that I will continue to refer friends to.