Will I need to take a pay dump going from a senior software engineer to my first ML position?

Just curious whether I’d need to take a decent dip in pay to move into an ML position after working up to being a senior SE.

Same doubt for me. I’m also curious about regarding experienced professionals who have already transitioned.