Cobalt phosphide is prepared by atomic layer deposition for the first time. The optimized recipe employs an extra H2 plasma step to remove excess phosphorus. The as-deposited Co-P films demonstrate significantly higher activities towards electrochemical and photoelectrochemical hydrogen evolution reaction than that prepared by a traditional method.