This. I pivoted by finding applications of ML in my day-to-day engineering role, until I got enough internal traction to justify a title change from "____ Engineer" to "Data Scientist." About a year later, I jumped ship to a startup applying ML to my domain, and I am contemplating making the move to FAANG next.