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

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.