The Moscow-born hill played during the majority of his career for CSKA. He also made three World Cups, a Canada Cup tournament and an Olympics for the Soviet Union.

At the 1976 Olympics, as well as the 1973 and 1974 World Cups, respectively, Gusev participated and took gold.