Hi Jbenisek and thank you for your post!
I just tried to do this by clicking on my profile and the Passwords and Statistics tab. I was able to successfully change my password.
Which browser are you using? Can you try again and see if it works? We had a brief server issue this morning but I'm not sure it was related.
Thanks!