Probably not ~ Department of Defense employees and contractors are located all over the country ~ Congress makes sure of that. All they have in the DC area are parts of the intelligence apparatus and the main headquarters operation (called the Pentagon).
Your friends and neighbors are taking the layoffs ~
Actually, due to BRAC, DoD civilian employees have been concentrated even more in the DC area in the last few years.