 After finishing his studies in 1904, Rosenbaum became town architect of Tartu.In 1907, he left the position and moved to Tallinn.Rosenbaum's most productive and arguably most creative time as an architect was during the years 1907–1919, when he worked in Tallinn in a style which can broadly be described as Art Nouveau.