At the international level, he represents Puerto Rico. He plays primarily as a Midfield. He stands at 178cm tall and weighs 82kg.

Across 4 appearances in the FIFA World Cup qualification (CONCACAF) 2026, Ricardo Emmanuel Rivera de León registered 0 goals and 1 assists, while completing 3 key passes out of 43 total passes with a passing accuracy of 7.8.