I agree. A lot lab do not want to hire good developer or data scientist. Or they do not have the money to hire, even they spend thousands in data collecting.
check the job here, most of them are postdoc level. https://www.biostars.org/t/Jobs/
the postdoc level means you get about 50k~80k, even in bay area.
The situation is really bad.