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After retirement, José Cardozo chose to coach rather than pursue a career in broadcasting. He started coaching at the youth level in Paraguay, and then moved on to coaching professional teams in Argentina, Paraguay, and Mexico. He has won several championships as a coach, including the Copa Libertadores in 2002 and the Copa Sudamericana in 2005. He is currently the head coach of the Paraguay national team.