We analyzed salary data for six developer specializations across 12 countries. The pattern is consistent enough to be almost a rule, and the exceptions tell you more than the rule does.

DevOps engineers earn the most in 8 of the 12 countries we looked at. But in the US, Canada, and the UK, machine learning engineers already earn more. In Germany,...