Named after the boulevard Pereire, which honours the brothers Émile (1800–1875) and Isaac (1806–1880) Pereire.
The two bankers founded the Chemins de fer du Midi, the railway of southern France. The station is subtitled Maréchal Juin, after the square above it. It opened in 1910.