 Zoumpos began his professional career during the 2010–11 season with the Greek Basket League club Panathinaikos.Zoumpos was a member of the Greek junior national teams.He played at the 2009 FIBA Europe Under-16 Championship, the 2011 FIBA Europe Under-18 Championship, and the 2012 FIBA Europe Under-20 Championship.