On 28 January 2021, Baningime left Wigan Athletic after his contract was terminated by mutual consent.[5]
On 8 September 2021, Baningime returned to Wigan Athletic on a short-term deal.[6]
He scored his first professional goal on 25 January 2022 in a 1-0 win against Arsenal U21s which put his side into the semi-finals of the EFL Trophy.[7]