Sklyarenko represented Ukraine at the 2008 Summer Olympics in Beijing, where she competed for the women's marathon, along with her compatriot Tetyana Filonyuk. She finished the race in sixty-ninth place by two minutes behind Costa Rica's Gabriela Traña, with a time of 2:55:39.