He currently plays for Metalist 1925 Kharkiv, wearing the number 72 shirt. At the international level, he represents Kosovo U21. He plays primarily as a Forward. He stands at 185cm tall and weighs 72kg. His current market value is estimated at 800K €.

His most recent move was a Free from FC Dinamo City to Metalist 1925 Kharkiv on 2025-08-19. The reported fee was 0.8M €.

In the Ukrainian Premier League 2025-2026 season, Baton Zabergja scored 1 goals and provided 1 assists across 10 appearances, averaging 0.1 goals per game with 0 shots attempted and 0 on target.