There are so many data sources that are all queryable via API. There are a couple basic greasemonkey scripts already floating around but as an SDE it really isn't that hard to write something yourself... It does take a bit of experience to get a good heuristic on weighting the different data points but you can do way better than blindly guessing.
I will say as someone who HAS intelligently looked through this data for most teams at Amazon, there is an absolutely MASSIVE difference between the top 10% of teams and the median, and an even larger difference between than and the bottom 10%, which by all metrics appear to truly be hell on earth.
Amazon runs an annual survey with typically quite high participation rates, it is very detailed, and the results are often illuminating (and like many things at Amazon, widely accessible to all people).
There are so many data sources that are all queryable via API. There are a couple basic greasemonkey scripts already floating around but as an SDE it really isn't that hard to write something yourself... It does take a bit of experience to get a good heuristic on weighting the different data points but you can do way better than blindly guessing.
I will say as someone who HAS intelligently looked through this data for most teams at Amazon, there is an absolutely MASSIVE difference between the top 10% of teams and the median, and an even larger difference between than and the bottom 10%, which by all metrics appear to truly be hell on earth.