 Rivera was drafted by the Milwaukee Brewers in the ninth round of the 2010 Major League Baseball Draft out of Manuela Toro High School in Caguas, Puerto Rico.He reached Double-A for the first time in 2014.Rivera was added to the Brewers 40-man roster on November 20, 2014.