Barrier layers for conductive features and methods of formation thereof are disclosed. A first barrier material is deposited on top surfaces of an insulating material, and a second barrier material is deposited on sidewalls of the insulating material, wherein the second barrier material is different than the first barrier material. The first barrier material induces grain growth of a subsequently deposited conductive material at a first rate, and the second barrier material induces grain growth of the conductive material at a second rate, wherein the second rate is slower than the first rate.