Given that approximately 50% of the population (and ~60% of the "educated" population) are women, it's abnormal for a sector to be so heavily male. This indicates that women are being discouraged, in some way, from entering the sector. Women who might otherwise have contributed a great deal to our industry.
Think of it more about (nearly) doubling the potential number of excellent software engineers than about "encouraging women to code".