Wise was born in Queensland and after finishing high school he became a tropical fruit farmer. He joined the Queensland Department of Agriculture, and later moved to Western Australia to work with the WA Department of Agriculture. He brought banana plants from Queensland to grow in the Gascoyne region around Carnarvon. He was elected to the Western Australian parliament in 1933 and became the Minister for Agriculture in 1936.