Prior to being appointed a High Court judge, Sweeney was a barrister in the United Kingdom, practising from 6 King's Bench Walk. He prosecuted a number of notable criminal trials, including the perpetrators of the 1984 IRA Brighton bombing and the attempted bombings of 21 July 2005, Neo-Nazi terrorist David Copeland and murderers Michael Stone and Kamel Bourgass.