At international level, he features for Colombia U17. His main role on the pitch is Defender.

Across the Colombian Torneo BetPlay Dimayor 2026, Jesus Penaloza appeared in 7 matches and averaged 0 tackles, 0 interceptions, 0 clearances, and 0 blocked shots per game.