On 10 December 2018, with the side just three points above the relegation zone and having managed only one win in the last nine league fixtures, Calleja was dismissed. On 29 January 2019, however, he was reinstated in the post following the sacking of Luis García. He left in July 2020, after a late run of form won the team a fifth-place finish and European qualification.