Your job at Amazon (no matter how much you love what you do for work) all boils down to the manager. A toxic, unprofessional manager can make or break your career. Lack of visibility from the leadership could stunt your growth and the PIP fear is real.
Not to generalize but working under middle managers, unless they are technically sound, could be the most adverse thing to happen to an engineer.