The Black Engineer of the Year Award Science, Technology, Engineering and Math conference will be held in February of those years at the Baltimore Convention Center, Visit Baltimore said. The event was held in Baltimore from 1987 to 2010, when it left for Washington. The group also has met in Philadelphia.