Müller was born in Olten, Solothurn and was raised in Lenzburg, a village in Aargau. He received his PhD in 1925 and went to work for J. R. Geigy AG in Basel where he made his discovery in the autumn of 1939. His DDT patent was recorded in Switzerland in 1940, the United States in 1943 and Australia in 1943.