Shelkovskaya is a rural locality situated in the Chechen Republic of Russia. It serves as the administrative center of the Shelkovskoy District.
According to census data, the population of the locality has fluctuated over recent decades. The 2010 census recorded a population of 11,112 residents, following figures of 9,581 in 2002 and 7,961 during the 1989 Soviet census.