Schymanski graduated with a B.Sc. in Chemistry and a B.E. in Environmental Engineering from the University of Western Australia in 2003. While at the University of Western Australia, Schymanski combined chemistry and environmental engineering to study contaminated sites that required assessment and remediation. As an undergraduate, she participated in the 2002 Nobel Laureate conference which brings Nobel laureates and young scientists together; Schymanski and Pia Sappl were the first students from the University of Western Australia to receive this invitation and possibly the first Australians.
After college, Schymanski spent three years at Golder Associates in Perth as an environmental engineer and then joined the Helmholtz Centre for Environmental Research in Leipzig Germany where she finished her Ph.D. in 2011. Schymanski's subsequent postdoctoral position was at the Swiss Federal Institute of Aquatic Science and Technology (Eawag) including a Marie Curie Intra-European Postdoctoral Fellowship. Schymanski is currently an Associate Professor at the University of Luxembourg where she is the head of the Environmental Cheminformatics Group.
In 2021, Schymanski was interviewed by the Metabolomics Society article in MetaboNews and during the interview she describes her introduction to the field of metabolomics, the current strengths of the field, and potential future applications of metabolomics research.