I think the only places where it yields consistent results is organizations that have at least 80% of their staff doing the ML/DS work and less than 20% managin

I think the only places where it yields consistent results is organizations that have at least 80% of their staff doing the ML/DS work and less than 20% managing the people doing the work (up and down in the organization.)