A high Q self-resonant inductor and method for manufacturing the same is disclosed herein for use in an implantable medical lead. The method of manufacture includes depositing a first conductive material over an elongated ceramic member and removing portions of the conductive material to leave a continuous helical metallic pattern on an elongated ceramic structure. The helical metallic pattern has a first terminal end located at a proximal end of the elongated ceramic member and a second terminal end located at a distal end of the ceramic member. The method also includes covering the helical metallic pattern with a ceramic material to form a first ceramic layer and forming vias in the ceramic material. At least one electrode is coupled to the helical metallic pattern through the vias in the ceramic material.