Administrative divisions Fruitvale is a neighborhood of Oakland, the finest-grained settlement unit in U.S. administrative geography[1]. Basic facts Parent division: Oakland Division level: neighborhood[1] Coordinates: 37.779, -122.22 Parent division Located in Oakland.