[anonthrowaway3]

Many companies now hire PhDs to do production work, and it ends up being a complete disaster. There is not much need for pure researchers in most of industry.

And in my experience teams with these academic data "scientists" are far worse cesspools than normal engineering teams who deliver actual products and value.

Also, what are publications supposed to show? They are often a negative indicator of actual capability. Ever interviewed a data scientist who looks good on paper with tons of publications who can't even write a for loop? I have.