Umatilla is located in Lake County northwest of Orlando, between Altoona and Eustis off of Hwy 19 (part of the Orlando, Florida metropolitan area).
The amount of land area in Umatilla is 5.797 sq. kilometers. The amount of surface water is 1.303 sq kilometers.