Doucouré made his professional debut for Rennes, where his performances in Ligue 1 showcased his potential as a top midfielder. His impressive displays earned him a move to Watford F.C. in 2016, where he became a key player for the team. His ability to break up opposition play and drive forward with the ball made him a standout performer in the Premier League.