Red Oaks Mill is a hamlet and census-designated place in Dutchess County, in the U.S. state of New York. It lies within the limits of the towns of Poughkeepsie and LaGrange. The population was 3,613 at the 2010 census. Red Oaks Mill is southeast of the city of Poughkeepsie and can be considered a suburb of the city.