It's Jodie Whittaker. The FIRST (canon) female doctor! Was just shown during Wimbledon as play ended earlier than expected. The first female Doctor was Joanna Lumley but that was for Red Nose Day.
Link to video!
https://twitter.com/BBCOne/status/886608239017775106
https://en.wikipedia.org/wiki/Jodie_Whittaker