A high electron mobility transistor (HEMT) includes a group III-V channel layer, a passivation layer, a group III-V barrier layer, a gate structure, and a source/drain electrode. The passivation layer is disposed on the group III-V channel layer and includes a gate contact hole and a source/drain contact hole, and the group III-V barrier layer is disposed between the group III-V channel layer and the passivation layer. The gate structure includes group III-V gate layer, a gate etch stop layer, and a gate electrode which are stacked in sequence. The gate electrode is disposed in the gate contact hole and conformally covers a portion of the top surface of the passivation layer. The source/drain electrode is disposed in the source/drain contact hole and conformally covers another portion of the top surface of the passivation layer.