 Cooper was sold to George Jobey's Derby County for a £2,500 fee in March 1926.He settled straight into the "Rams" line-up and became an integral member of the team that secured promotion out of the Second Division with a second-place finish in 1925–26.County went on to finish 12th in the First Division in 1926–27, before rising to fourth place in 1927–28.