Virginie Guilhaume was born in Paris, the daughter of Philippe Guilhaume, former chairman and chief director of channels Antenne 2 and FR3, and Brigitte Schmit, former director of communications at Antenne 2. She graduated in journalism in Paris and then began her career as a journalist.