He made his debut for the national team on 6 November 1927 in a 0-1 loss against Italy. After two more games in 1928 there was a longer break. Walzhofer was part of the squad sent to 1934 FIFA World Cup in Italy. He did not play in the tournament The striker played his fifth and last game for Austria on 11 November 1934 against Switzerland.