There were 34,004 housing units at an average density of 1,127.2 per square mile (435.2/km²), of which 21,984 (69.2%) were owner-occupied, and 9,797 (30.8%) were occupied by renters.
The U.S. Census Bureau's American Community Survey reported an estimated 1.5% of the population of Temecula's working force, or 1,085 individuals, were involved with the U.S. Armed Forces as of 2011.