 Oliphant later went on to teach at Johns Hopkins University, and later became the chief counsel of the United States Treasury Department, serving in that capacity from 1934 to 1939.While serving in that position, he was regarded as an economic experimenter, and was the prime advocate of the Undistributed profits tax.While at the Treasury Department, he was lobbied by William Randolph Hearst to make cannabis illegal.