According to one embodiment, a nitride semiconductor device includes a first semiconductor layer, a second semiconductor layer, a first electrode, a second electrode, a third electrode, a first insulating film and a second insulating film. The first semiconductor layer includes a nitride semiconductor. The second semiconductor layer is provided on the first layer, includes a nitride semiconductor, and includes a hole. The first electrode is provided in the hole. The second electrode is provided on the second layer. The third electrode is provided on the second layer so that the first electrode is disposed between the third and second electrodes. The first insulating film is provided between the first electrode and an inner wall of the hole and between the first and second electrodes, and is provided spaced from the third electrode. The second insulating film is provided in contact with the second layer between the first and third electrodes.