 Bunjaku's first step on the professional ladder was at FC Schaffhausen in the Challenge League, Switzerland's second division.The team won promotion to the Super League in 2003–04 and over the course of the next 18 months the young forward made 39 top-flight appearances.In January 2006, the 23-year-old Bunjaku left Schaffhausen for 2.