Jensen was first elected to Gol municipal council in 1913, and was re-elected nine times. In 1928 he was also elected to the Parliament of Norway for his constituency Buskerud. He was not re-elected in 1931, but returned in 1934 and 1937. In 1940, upon the Nazi German invasion of Norway, Jensen was deprived of all his political positions.