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A strategy my friend used was to get the "soft offer" and then shop around for a team for as long as it takes to find one that excited him.

That's literally just Google's hiring practices. There is a team matching phase for all engineers.

Cool. This was at AWS.

Oh neat. That is less common as it's usually the teams hiring devs directly.