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First, there is not city in the US today that has 50K technology people unemployed. So Amazon's decision is not solely based on a target city's talent pool today, BUT the ability of the host city's ability to attract talent in the future. Atlanta is the third fastest growing metro in the US (behind Houston and Dallas). So I think Atlanta checks the box here. I personally believe it would be extremely difficult for Amazon to attract talent to Chicago, Philly or Boston for various reason.
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This goes into what I brought up before....
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BUT the ability of the host city's ability to attract talent in the future.
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The winning city will automatically be able to attract candidates because of Amazon.
Chicago, Philly and Boston have top notch amenities and institutions, long established at that. Boston, however, is pricey.
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Lastly I do not see Amazon considering any city with a population less than 4 Million
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Except that they specifically noted metros of 1 million+
Is it likely that a metro of 1 million will get this? Doubtful as I don't see of any that offers the basic criteria robustly, but I wouldn't rule out a Raleigh.
The job growth will be over many, many years, it's not a boom of 50K or anything remotely close to it (if the winning city even sees 50K ever).
Atlanta has well known infrastructure issues so I wouldn't note it as a bright spot. If Atlanta wins, it will be
despite its infrastructure, not because of it.