I think this depends a bit on the area. I work in the field of metabolic engineering (i.e. engineering microbes to make new products). When I worked at a biotech company in the Bay Area, I had a pretty decent salary, while still a bit lower than software engineers. Right now, I live in the Netherlands and my guess is that the discrepancy is a big larger here.