A series of molecular signals initiated by the binding of the cytokine granulocyte colony-stimulating factor (G-CSF) to a receptor on the surface of a cell, and ending with regulation of a downstream cellular process, e.g. transcription. G-CSF binds to the receptor (CSF3R).