I recently wrote an autobiographical paper from the perspective of women in technology for class. I found that women represent under 9% of the developers/designers at the company I work for, under 5% of the core developers on open source projects I contribute to, and under 3% of the contributors to those projects. So while I personally wouldn't make that assumption, it's probably not a bad one, statically speaking, for many software engineers.