Takeda played 18 times for the Japanese national team between 1987 and 1994. He made his international debut on April 8, 1987 in a 1988 Summer Olympics qualification against Indonesia at the Tokyo National Stadium. He scored his sole international goal in the match. He was a member of the Japan team that won the 1992 Asian Cup but he did not play in the tournament.