He made his professional debut on 13 October 2008 in Lens' 1–0 win over En Avant Guingamp coming on as a substitute playing 20 minutes.
[2] On 11 January 2010, RC Lens loaned him to LB Châteauroux until 30 June 2010.
On 23 June 2017, Gabala FK announced the signing of Joseph-Monrose on a two-year contract,[3] with Gabala confirmed his release at the end of his contract on 4 June 2019.
[4] On 16 June 2019, Neftçi PFK announced the signing of Joseph-Monrose on a two-year contract.
[5] On 26 June 2021, Neftçi confirmed the departure of Joseph-Monrose after they decided not to renew his contract.