Reinig is a place name for a former community that has been subsumed into Wasserliesch, Germany.

Reinig is a surname. Notable people with the surname include:

Christa Reinig (1926–2008), German poet, fiction, and non-fiction writer and dramatist Gaston Reinig (born 1956), Luxembourgian soldier