In 1937 Shepilov became a Doctor of Science and was made the Scientific Secretary of the Institute of Economics of the Soviet Academy of Sciences.
Med leti 1929 do svoje smrti je bil vodja moskovskega Centralnega aero in hidrodinamičnega inštituta (TsAGI), kljub temu da je bil med leti 1937 in 1944 v zaporu.