The methods of manufacturing an MRAM device and MRAM devices are provided. The methods may include forming a first electrode on an upper surface of a substrate, forming a first magnetic layer on the first electrode, forming a tunnel barrier structure on the first magnetic layer, forming a second magnetic layer on the tunnel barrier structure, and forming a second electrode on the second magnetic layer. The tunnel barrier structure may include a first tunnel barrier layer and a second tunnel barrier layer that are sequentially stacked on the first magnetic layer and may have different resistivity distributions from each other along a horizontal direction that may be parallel to the upper surface of the substrate.