 Penkowa graduated from Kalundborg Gymnasium in 1991 and went on to study at the University of Copenhagen.She became assistant professor at the University of Copenhagen in 2000 and associate professor in 2002.Her research at Panum Institute at the University of Copenhagen from 2009–2010 mainly concerned the protein metallothionein.