Worker Eligibility Fairness Act of 2011 - Amends the Food and Nutrition Act of 2008 to eliminate the provision making a federal, state, or local government employee who is dismissed for participating in a strike against the federal government, the state, or a political subdivision of the state ineligible for the Supplemental Nutrition Assistance Program (SNAP, formerly food stamps).