The present invention provides an effective barrier layer for improved via fill in high aspect ratio sub-micron apertures at low temperature, particularly at the contact level on a substrate. In one aspect of the invention, a feature is filled by first depositing a barrier layer onto a substrate having high aspect ratio contacts or vias formed thereon. The barrier layer is preferably comprised of Ta, TaNx, W, WNx, or combinations thereof. A CVD conformal metal layer is then deposited over the barrier layer at low temperatures to provide a conformal wetting layer for a PVD metal. Next, a PVD metal layer is deposited onto the previously formed CVD conformal metal layer at a temperature below that of the melting point temperature of the metal to allow flow of the CVD conformal layer and the PVD metal layer into the vias.