Gustav Natvig-Pedersen (18 August 1893 – 27 May 1965) was a Norwegian philologist, educator and politician for the Labour Party.
A school teacher and headmaster during his professional career, he served in Stavanger city council from 1922 to 1964 and three terms in the Norwegian Parliament; during one of these terms he was President of the Storting.