For this to happen, women who can code need to enable women who can't, and that means accepting they can't always pay up front.
Thing is, we've heard this 100 times - do this work for us, unpaid, for exposure, for experience, for stock options. After the 10th grafter has you do a load of work with no income from it you get a bit jaded.
I am not sure coding is going to be a big area for employment in the future. It's easy to offshore and a lot of it will probably be done by machine in the fairly near future.
They've been saying this for as long as I've been old enough to hear it - I remember going to a family party and being told that computers/programs were as good as they needed to be, so we just wouldn't need many programmers in the future.
As to offshoring, as someone that's been in the game for a while, it's fine, but getting more expensive every year, with the regions changing as one prices itself out of the market.
The thing with offshoring and automated programming is you still need someone to decide what to do and how to do it, which has always been the skilled bit of programming. Anyone can follow someone else's instructions to bake a lemon cake, thousands are baked in factories, but someone had to decide that a lemon cake was what was needed, what size it should be, what was needed in order to bake it, what was needed to get it to customers, and what recipe should be used. Machines (and offshore teams, who don't know your business, and are viewed as largely replaceable parts rather than long-term employees) aren't very good at that bit.