Barkai studied physics in Tel Aviv University, completing his Ph.D. in 1998. He then joined Bob Silbey at MIT for his post-doctoral studies. In 2002 he joined the faculty of Notre Dame University and in 2004 returned to Israel to Bar Ilan University where he became a full professor in 2010.