The paper investigates the magnetic and electronic structure of GdX 2 Si 2 (X is Cu, Ag, Au) compounds in terms of the density functional theory with the emphasis on the spin-orbit interaction affecting the electronic structure of the GdX 2 Si 2 (001) surface. It is found that these compounds demonstrate an interlayer antiferromagnetism, which, however, does not affect the electronic structure of the GdX 2 Si 2 (001) surface near the Fermi level. The spin-orbit splitting of two-dimensional states on the GdX 2 Si 2 (001) surface, which combines the intrinsic spinorbit splitting and Bychkov-Rashba splitting, grows with increasing atomic number of a noble metal in the intermetallic compound. Based on the analysis of the spatial extension of d-shells and their interaction with silicon orbitals, the spin-orbit interaction is explained for compositions containing noble metals. A comparison of rare-earth-and noble metal-based intermetallic compounds and isostructural intermetallic compounds with transition elements, shows that d-shell filling affects the spin-orbit interaction.