Hi, I totally get your points. All of the numbers reported in the tweet are total compensation (TC). Obviously there are some problems with TC in that it depend

Hi, I totally get your points. All of the numbers reported in the tweet are total compensation (TC). Obviously there are some problems with TC in that it depends on stock appreciation, and how people report it, but that is the best I could do with the data available. I also tried to address the different levels by including coefficients for levels in the regression. So if you look at the table at the end, you can see senior engineers made more than SWE 2s. I thought of including interaction terms, but I don't think I had enough data to get reasonable estimates for that, and it would be harder to interpret.