Born in Berkeley, California, Alvarez is the son of Luis Walter Alvarez, a Nobel prize-winner in physics.
Alvarez then moved to Lamont-Doherty Geological Observatory of Columbia University, and began studying the Mediterranean tectonics in the light of the new theory of plate tectonics.