Técnico Universitario
Escobar started his career in 2000 at Guaraní before playing for Sportivo Luqueño. In 2003, he was transferred to Club Nacional from Asunción where he saw limited playing time, thus he moved to Bolivian club Blooming on a loan in 2004. The following year, he returned to Nacional and played there until the end of the 2006 season. Later, he went abroad to play for Deportes Quindío in Colombia and Técnico Universitario in Ecuador. After a short stint with General Díaz of the , joined in June 2011 to Club River Plate (Asunción).