In 2013, Rose became chair of online retailer Ocado. He remained chairman until July 2020, when it was reported in the media that he would step down. In October 2015, he was appointed chair of Britain Stronger in Europe, the official remain campaign in the 2016 referendum on the United Kingdom's membership of the European Union.