The time of year when most grocery stores carry corned beef brisket is around March, because it's a popular dish for St. Patrick's Day. If you enjoy corned beef year-round, stock up and freeze the packages for up to a year. Or be adventurous and Learn to Make Homemade Pastrami from scratch.