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21 hours ago · Pittsburgh Pirates. First round selections. 60. ← 2010. 2012 →. The 2011 Major League Baseball draft was held from June 6 through June 8, 2011, from Studio 42 of the MLB Network in Secaucus, New Jersey. [1] The Pittsburgh Pirates selected Gerrit Cole out of the University of California, Los Angeles, with the first overall pick.