 His appointment was confirmed by the Scottish Parliament on 1 June 2016.In 2019 Wolffe was elected a Fellow of the Royal Society of Edinburgh.Wolffe married Sarah Poyntell LaBudde in 1987 who uses the judicial title of Lady Wolffe as she is a Senator of the College of Justice in the Supreme Courts of Scotland.