Both a student (and later teacher) at the Art Institute of Chicago, Coen studied there with Boris Anisfeld, Francis Chapin and Max Kahn.
In the Works Progress Administration Federal Arts Project (WPA_FAP) she and her husband Max Kahn helped forge a tradition of 20th century color lithography and painting.
In Mexico City they lived with their close friend Alfredo Zalce, who was a founder of the Taller De Grafica Popular (TGP).
Eleanor and Max returned to Mexico several times traveling throughout the Yucatán and staying in Campeche with their artist friend Frank Vavruska.
Eleanor and Max painted in San Francisco, Blackhawk Colorado, Santa Fe and on Martha's Vineyard where they have a studio and worked during the summers.
Eleanor has had a long and successful career at the forefront of printmaking and oil painting and is a vital part of the art community.