Transition from Eng to Finance Career?

BS + MS in ChemE here, 3.5 years experience working in a pilot plant role. I’ve always heard that finance or consulting companies like to hire engineers or other stem minded people, even if they don’t have formal training or direct experience in the field.

Has anyone on this sub made the transition successfully? What was your “in?” How’d it turn out?