The method involves attaching the pipe to a series of floats positioned along the required path of the pipe. The floats are caused to sink and, through control of the sinking speeds, a first group of floats (4) are separated from a second group (4a). The floats of the first and second groups are arranged alternately along the pipeline. The second group of floats can be separated after accurate positioning of the pipe on the sea floor.