When the Syrian government was overthrown by a coalition of Arab nationalist officers organized by the Ba'athist Military Committee in March 1963, Droubi allied with the unionist junta who promised to restore the union with Egypt. In Bitar's cabinet, Droubi was made education minister. He was also a member of the National Council for the Revolutionary Command (NCRC), which effectively served as the country's interim parliament.