Geertruida Meijer's parents owned a drugstore in Alkmaar, where she also attended the School of Commerce.
Two years later she got her first job at a bank where she met her husband, banker J. F. Wijsmuller (born in Amsterdam on 25 February 1894); they married in 1923.