An optical module with a CAN package contains a stem and a lead. The stem has a hole penetrating the stem and an inner cylindrical surface surrounding the hole. The lead extends through the hole such that a gap exists between the lead and the inner cylindrical surface. The gap contains first and second portions which are arranged along the longitudinal direction of the hole. The first portion is filled with sealing material which is dielectric. The second portion is filled with air.