Tice stood as a candidate at the 2019 European Parliament election. He was first on his party's list in the East of England constituency, and was elected as one of three of its MEPs for there. In the European Parliament, he was a member of the Committee on Economic and Monetary Affairs and was part of the delegation for relations with Canada.
