Robert Rainey may refer to:

Robert M. Rainey (1882–1971), judge in Oklahoma Robert Wayne Rainey (born 1966), director, photographer and artistic community activist Robert E. L. Rainey (1914–2002), American artist, art educator and advertising executive

See also Robert Rainie (1860–1945), Scottish rugby union player Robert Rainy (1826–1906), Scottish Presbyterian divine