 After his release from prison, Robertson was invited to train with Dundee United in February 2011,
before signing for their Tayside rivals St Johnstone on 31 March 2011.Robertson soon left St Johnson and finally got a one-year contract with Scunthorpe United on 7 June 2011.He was released by the club in May 2012.