Duer attended Sir James Smith's School, a comprehensive school in North Cornwall. She enjoyed science at high school and was encouraged by her chemistry teacher to study natural sciences at Emmanuel College, Cambridge, where she specialized in chemistry. She was the first member of her family to attend higher education. Duer went on to complete her PhD in 1988 in theoretical chemistry with Malcolm Gerloch, where she investigated ligand field theory.
