He was Beyer professor of applied mathematics, Victoria University of Manchester, 1924–28, before his appointment to the Rouse Ball chair of mathematics and to a fellowship at Wadham College, Oxford, in 1928.
Milne's earlier work was in mathematical astrophysics, for which he was awarded the Gold Medal of the Royal Astronomical Society in 1935.