Oliver spent two years working on behalf of Ruskin Mill Trust in Sacramento, California, establishing a new college for young people with autism: Meristem. He has a diploma in mental health nursing, completed the ISIS Principals Qualifying Programme and is a member of the Chartered Managers Institute.