On July 14, 2008, Rasool was fired from the position of premier by the National Executive Committee of the ANC. His successor was Economic Development and Tourism MEC Lynne Brown.
In July 2010, Rasool was appointed South Africa's ambassador to the United States, following an affair in which a local journalist admitted that he had received bribes from Rasool to write positive stories.