A high electron mobility transistor (HEMT) device with epitaxial layers that include a gallium nitride (GaN) layer and an aluminum (Al) based layer having an interface with the GaN layer is disclosed. The Al based layer includes Al and an alloying element that is selected from Group IIIB transition metals of the periodic table of elements. The epitaxial layers are disposed over the substrate. A gate contact, a drain contact, and a source contact are disposed on a surface of the epitaxial layers such that the source contact and the drain contact are spaced apart from the gate contact and each other. The alloying element relieves lattice stress between the GaN layer and the Al based layer while maintaining a high sheet charge density within the HEMT device.