Since 2006 PyCon chairs have followed an unofficial pattern of chairing two conferences and then stepping aside. Jesse chaired PyCon 2012 and 2013, so this isn't a surprise.
(I co-chaired PyCon 2006 and 2007, and trust me: two years of conference planning is enough for anyone!)