A semiconductor device includes: a semiconductor substrate; a buffer layer provided on the semiconductor substrate; a GaN channel layer provided on the buffer layer; an AlGaN electron travel layer provided on the GaN channel layer; a GaN cap layer provided on the AlGaN electron travel layer, having a nitrogen polarity, and on which a plurality of recesses are formed; and a gate electrode, a source electrode and a drain electrode provided in each of the plurality of recesses.