Not surprising to me. I've participated in admissions committees (for a graduate program) and hiring committees (for new faculty) at a top US STEM program, and

Not surprising to me. I've participated in admissions committees (for a graduate program) and hiring committees (for new faculty) at a top US STEM program, and women do get a significant boost. This preference is usually explicit -- to look for "diversity hires", and so forth.