At the international level, he represents Timor Leste. He plays primarily as a Midfield.

Across 2 appearances in the AFC Asian Cup 2027, Joao Rangel registered 1 goals and 0 assists, while completing 0 key passes out of 0 total passes with a passing accuracy of -.