Born in Culiacán, Marco Bueno started his career in the youth system of CF Pachuca. He was loaned to Leon during the Liga Ascenso Clausura 2011 season and made only one appearance as a starter but was subbed off after 58 minutes without having scored. He returned to Pachuca at the end of the season. He made his official debut for CF Pachuca on 8 October 2011 against Chiapas on 83rd minute for Mauro Cejas on the 12th match of the Apertura 2011.
Marco Bueno was selected by manager Raul Gutierrez to compete in the 2011 FIFA U-17 World Cup. He would compete in every match scoring only 1 goal against Panama in the round of 16. He would eventually go on and win the tournament at the Estadio Azteca becoming the first home nation to win it on home soil.