On 22 December 2020 it was announced that Shorrocks would leave Wigan at the end of the 2020 season to join Newcastle Thunder with team-mate Josh Woods.[6]
Toulouse Olympique
In November 2022, Shorrocks joined the Championship club Toulouse Olympique[7] after their relegation from the Super League.[8] Shorrocks was the division's leading regular season goalscorer in 2023, ahead of Sheffield's Cory Aston, and scored the second-highest points tally,[9] behind Aston.