Methods of producing low resistivity tungsten bulk layers having low roughness and associated apparatus are provided. According to various embodiments, the methods involve CVD deposition of tungsten at high pressures and/or high temperatures. In some embodiments, the CVD deposition occurs in the presence of alternating nitrogen gas pulses, such that alternating portions of the film are deposited by CVD in the absence of nitrogen and in the presence of nitrogen.