Was there any statistically significant changes in compensation at each level based on more unique skills or more granular classifications of engineers?

In particular I'm curious about Machine Learning/Data Science, Robotics, Distributed Systems etc, but I would imagine Web vs Mobile vs DevOps vs Data may look different too.