Cembranos left for CD Leganés on 5 July 2019, taking over their reserves also in Tercera División. On 21 October, after the departure of Mauricio Pellegrino, he was appointed at the first team in an interim manner. His first match in charge occurred five days later, a 1–0 home victory over RCD Mallorca which was their first of the season.