Varonian won two gold medals in the parallel bars and team all-around at the 1998 European Junior Gymnastics Championships. He competed at the 2000 Summer Olympics and won an Olympic silver medal in the horizontal bar. Varonian and Éric Poujade both became the first ever French gymnasts to win Olympic medals in gymnastics in a non-boycotted olympics.