 After the end of the season, Sheerin left Arbroath and became the manager of Aberdeen's under-20 team.Aberdeen won the Development League title in his first season in 2014–15.The under-20 team also reached the Scottish Youth Cup final in 2017–18, but lost 3–1 to Hibernian.