GSJ may refer to:
Gamelan Sekar Jaya, an American gamelan ensemble Girl Scouts of Jamaica, a scouting organization for girls in Jamaica Girl Scouts of Japan, a scouting organization for girls in Japan Grade separated junction, a type of road interchange Grossmann Jet Service (ICAO: GSJ), Prague, Czech Republic Great Saint James, a private island in the U.S. Virgin Islands