Assuming that wealth was a stranger who decided to knock on your front door, would you let the stranger in? Probably not, most would see a stranger and not the potential good the stranger could possibly bring.
It is true that there are fewer women getting funded and building billion-dollar companies. The numbers are improving, yet we still have a long way to go. The answer to this problem is to start early and to focus on the internal factors causing this imbalance.
I've called myself other titles, masking that my income comes from the life insurance industry. There are multiple reasons why my lifetime occupation became a semi-hidden secret. The industry itself went through the same kind of identity crisis.