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Interesting to see that this is not a normal distribution. The modal salary is closer to $135k, the median $146k, and as we see labelled, the mean at $149. Not the idealized bell curve taught about in statistics class. That long tail on the right side is pulling the mean up and away from the mode and median.

Honestly, I'm not sure why I expected a classic bell curve instead of a long right tail.

Edit: playing with the data, looking at some of the sub-distributions, (e.g. front-end engineers with 3-5 years experience at all company sizes) do look a bit closer to normal distributions, but in many, there's still that long tail to the right.

Now, what to do with this information? Perhaps I can play it to my advantage when attempting to negotiate a raise or a salary with a new company.




It’s likely bi- or multi-modal with secondary hump masked away due to sampling skew or something




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