In April 2018, he was one of 77 applicants for the vacant Cameroon national team job. In December 2020, he expressed a wish to succeed Ljubiša Tumbaković as the Serbia national team coach. On 26 December 2020, ten years after last managing a team, Domenech signed with Ligue 1 side Nantes.