The experiments of surface processing were performed on AlN ceramic by femtosecond laser, and the effects of laser energy density and scanning speed on the surface morphology and size were analyzed. Considering the processing quality and efficiency, the optimized parameters of energy density of 10~14J/cm2 and scanning speed of 20~30mm/s were selected. Based on this, the spiral scanning track was applied to drill holes on AlN ceramic. The round, square and runway holes without micro-crack and edge chipping were successfully realized. This study verifies the possibility of femtosecond laser processing high-quality holes with multi-shapes. It promotes the application of laser drilling technology for hard and brittle materials in the field of semiconductor power devices.