In the rush to kumbaya and make it out to be "the sisterhood versus the patriarchy," a lot of women and male feminists don't notice that there is a sizeable contingent of technically qualified women who by and large have little respect for most women. I saw this in college with the women who took CS seriously feeling like they had to work twice as hard because half of the girls were getting by, in their minds by "flipping their skirts and smiling the guys" to get them to do their work for them. A good friend of mine who was a mechanical engineering major observed the same thing in his department at a different university. In fact, our oldest female professor was notorious for being ruthless on the girls because she literally wanted to drive out any girl who had in her mind that women in CS should be allowed to get by in any fashion that even resembled "advancing on their backs."
So if anything, I would say be careful about letting female engineers interview other potential candidates unless they are known to be genuinely fair-minded. You very well may find that it's actually the women, not the men, who are discriminating.