Along with Australian rules football, Rogers also played rugby league for his school in the position of fullback.[9] He made his senior QAFL debut for Broadbeach at 16 years of age in May 2021.[10] In 2022, his club form was rewarded with selection to represent the Allies in the U18 National Championships as well as the Gold Coast Suns Academy in the U19 Talent League.[11] His performances at the representative and club levels led to placement in the AFL's 30-player National Academy program on the eve of his draft year.[12]
In 2023, he moved into top 20 draft calculations when he was awarded the best on ground award in the AFL U18 Academy's victory over Carlton's VFL team[13] and also played in the Allies' first U18 National Championship win, which earned him a starting midfield position in the 2023 U18 All-Australian team.[14] Rogers was drafted to his hometown team the Gold Coast Suns with pick 14 in the 2023 AFL draft after the Suns elected to match a bid from the Sydney Swans.[15]