Cobalt nitride (Co3Nx) thin films were deposited via the technique of plasma enhanced atomic layer deposition (ALD) at low temperatures down to 100 °C, using bis(N,N′-di-iso-propylacetamidinato)cobalt(II) [Co(ipr2AMD)2] and NH3 plasma. Saturation curves demonstrate that the deposition processes follow the ideal self-limiting ALD fashion with a growth rate of 0.075 nm/cycle. The x in the nominal formula of Co3Nx is approximately 0.78, and the films are demonstrated polycrystalline with a hexagonal Co3N crystal structure. This process can deposit a pure, smooth, and highly conformal Co3Nx film in trenches with 20:1 aspect ratio, which can be extended to the deposition of other metal nitrides at low temperature.