In the summer of 2017, Chantôme was rumoured to be considering a move away from Rennes, having been told by manager Christian Gourcuff that he could leave the club. Strasbourg and Ligue 2 side Lens were reportedly interested in signing him It was announced on 8 August that Chantôme would join Lens on loan for the 2017–18 season.
