Goss completed her undergraduate studies in Chemistry at the University of Durham in 1997. Under the supervision of Prof. David O'Hagan, Goss completed her Ph.D. studying the biosynthesis of various natural products including the stereochemistry of enzymatic fluorination in fluoroacetate biosynthesis.