Deputies were called to the 300 block of West Mount Houston at about 9:57 a.m. Sunday.
The woman was walking down the street when a vehicle driving by possibly struck her, according to Lt. Paul Bruce.
The sheriff's office said the body is believed to be that of a Hispanic woman in her late 20s or early 30s.
Authorities said they have requested surveillance video from nearby businesses to help in the investigation.