Janssen obtained his MA in Econometrics and Operations Research at the Erasmus University Rotterdam in 1992.
After his graduation Janssen started his academic career as Postdoctoral Research fellow at the Department of Spatial Economics of the Vrije Universiteit Amsterdam.