Rooney joined National League club Solihull Moors on 13 March 2020 on a contract to run until the end of the 2021–22 season. The fee was undisclosed. Later that day, elite football in England was suspended because of the COVID-19 pandemic.
On March 13, 2020, Rooney joined Solihull Moors for a National League contract ending with the 2021–22 season. The fee was undisclosed. That day, elite football in England came to a halt due to the COVID-19 pandemic.