Integration of sensor chips with integrated circuit (IC) chips. At least a first sensor chip including a first sensor is affixed to a first side of an interposer to hermetically seal the first sensor within a first cavity. An IC chip is affixed to a second side of the interposer opposite the first sensor, the IC chip is electrically coupled to the first sensor by a through via in the interposer. In embodiments, the first sensor includes a MEMS device and the IC chip comprises a circuit to amplify a signal from the MEMS device. The interposer may be made of glass, with the first sensor chip and the IC chip flip-chip bonded to the interposer by compression or solder. Lateral interconnect traces provide I/O between the devices on the interposer and/or a PCB upon which the interpose is affixed.