There's a meme (in the literal sense, not image macro sense) going around that because enrollment rates of women in computer science is dropping that companies should considering hiring junior developers from other programs with a higher rate of women enrolled - typically social science or biology.
I thought that biology was struggling with not having enough quantitative students with an aptitude for complex statistics and simulation, even though those directions have the highest research potential. Hardly seems like fertile ground to find software development in large numbers.
1 ) Its true that there aren't enough quantitative oriented students, and the ones we get really suck. Aka, I searched some text and now I'm co-author!
2) A lot of these directions have really low potential because they are mainly putting spin on otherwise failed or inconclusive work. p-hacker is a pejorative. From personal while simulating a development biology model might be computationally challenging (although often not), the models I've seen seem to be flawed somewhere in their conceptual design as they lack underlying mechanics or a null hypotheses. But after you've spent a few years hanging around doing little work for little pay, you really gotta get this stuff published
tldr; computational people rare add anything of value compared to the holistic (not individual) contributions who actually do the work.
1) There are lots of brilliant people in the field, but it is also the degree that dumb people who want a science degree or are "pre-med" get. It tremendously lowers the value of my undergrad degree. If you look at high-paying jobs (finance, investing, etc), you'll often find people who say they occasionally hire in a bright scientist who wants to switch industries. They typically hire physics and chemistry majors and are much less likely to hire someone with a biology degree.
2)The computational biologists/bioinformaticians/etc in this field are pretty variable in their CS skills and a good deal of the top performers leave the field because pay is really, really terrible. (ie my compensationv is 65K, high COL area, MS required, 1 year of direct experience under my belt, plus an additional 4 years of experience in the wider biotech industry - trust me I think my life is a joke too).