Rađa was on the senior men's Yugoslavian national team that won the silver medal in the 1988 Summer Olympic Games in Seoul. He was also a part of the golden Yugoslavian teams at the 1987 FIBA Under-19 World Championship in Bormio, Italy, EuroBasket 1989 in Zagreb and the EuroBasket 1991 in Rome.