Do earthquakes occur beneath the surface of the earth?

The largest deep earthquake struck June 9, 1994 in Bolivia with a magnitude of 8.2 and a depth of 647km. Most quakes at this depth are of much lower magnitude. For example the USGS site shows some deep quakes in the Fiji region over the past few days around 600km deep with magnitudes of 5.0 and under.