Jimoh represented the Ivory Coast under 17 side at the 2013 FIFA U-17 World Cup, the under 20 side at the 2015 African U-20 Championship and the under 22 side at the 2015 Toulon Tournament. He made his senior international debut in October 2015 in a 2–1 defeat by Ghana.