On the local level Solsem was a member of Leka municipality council from 1945, served as deputy mayor from 1947 to 1951 and then mayor from 1951 to 1957 and 1959 to 1960. In 1945–1947 he was a member of Nord-Trøndelag county council. Outside politics he worked as a fisher and farmer.