Latif remained out of the national squad until 2001, when after a string of poor performances, the Pakistan team replaced Moin Khan.
In April 2006, Latif retired from First class cricket as he toured with the Pakistani senior players to play against Indian senior players in April 2006 in a series played between players who have retired from professional cricket.