That doesn't mean that try the first available thing to "fix" the distribution, but it would be a good starting point to ask further questions why it is so skewed - and then try to identify root causes.
I.e., if you only hire by skills and then find that you still hire 80% men, even though they only make up 50% of the population, then obviously something else is going wrong. The question is what.