A new survey by social enterprise Code First Girls has found that 40% of female entrepreneurs have faced gender-based discrimination whilst in a leadership role.  61% also agreed that, in terms of the challenges faced by women when breaking into senior roles, stereotypes still exist - with leadership continuing to favour men.  Additionally, when asked about barriers to…