Highland Park is a village in Polk County, Florida, United States. Highland Park is part of the Lakeland–Winter Haven Metropolitan Statistical Area. Its population was 251 at the 2020 US census. The approximate coordinates for the Village of Highland Park is located at 27°51′55″N 81°33′57″W / 27.86528°N 81.56583°W.