Barrueco is a surname. Notable people with the surname include:

Barrueco (musician) (born Wilfried Ange Barrueco in 1974), French pop singer-songwriter Manuel Barrueco (born 1952), Cuban classical guitarist Ricardo Fernández Barrueco (born 1965), Venezuelan businessman