Ülejõe village is located 300 meters north from the railway crossing. The district is bordered by the Jägala River to the west and south, Tallinn-Narva railway to the north, and forest to the east.
The location of Ülejõe village is described in terms of its proximity to key geographical features: the railway crossing, the Jägala River, the Tallinn-Narva railway, and the forest.