Steward was born in Washington, D.C., where he lived on Monroe Street, NW, and later, Macomb Street in Cleveland Park.
As an undergraduate, Steward studied for a year at Berkeley under Alfred Kroeber and Robert Lowie, after which he transferred to Cornell University, from which he graduated in 1925 with a B.Sc. in Zoology.