Bonnot was born on October 14, 1876 in Pont-de-Roide, a town in Doubs, France (the same département in which anarchist Pierre-Joseph Proudhon was born).
At the age of 21, Bonnot was conscripted for service in France's infantry, where he served three years as a truck auto mechanic.