In March 1954, when Muraoka was a Tokyo University of Education student, he was selected in the Japan national team for 1954 World Cup qualification. At this qualification, on March 7, he debuted against South Korea. He also played at 1954 Asian Games. He retired from playing career after this tournament. He played 2 games for Japan in 1954.