Most of her career was spent at the BBC World Service, BBC News online and, most recently, BBC Panorama. She has also worked for the Telegraph and Guardian newspapers. She teaches data journalism as a CIJ trainer and on the BA and MA journalism courses at City University London. She is also a keen photographer.