Josef Aigner (born 19 June 1959) is a former international speedway rider from West Germany.
Aigner was a champion of West Germany, winning the West German Championship in 1982.
He has also reached the final of the Individual Speedway Long Track World Championship on four occasions in 1980, 1981, 1982 and 1984. He won a bronze medal in the 1980 final.