Gumenyuk started out in the long jump. In 2005, she cleared six metres for the first time and placed fifth at the European Youth Olympic Festival. The teenage athlete began to focus on the triple jump in her competitions the following year. In 2007, she had a personal best of 13.55 metres in the event, won the Russian junior title and placed in the top ten at the 2007 European Athletics Junior Championships.