Moore holds membership in the International City/County Management Association (ICMA) and Arkansas City Manager's Association (ACMA). He is on the board of directors of the National Forum of Black Public Administrators (NFBPA), the Little Rock Public Education Foundation, and the Central High Museum and Visitor Center Board of Directors. He also serves on the board of trustees for Henderson State University, and is a board member for the Arkansas Committed to Education Foundation. He was awarded the U.S. Army Commendation Medal for Operation Desert Storm. Moore received a B.S. degree from Henderson State University, and a Master of Public Administration degree from Arkansas State University. He is also a graduate of the Senior Executive in State and Local Government Program at the John F. Kennedy School of Government.
Moore married Lena Womack in 2002 and has one son.