The calculated distance (air line) between Bielefeld and Bamberg is approximately 180 miles respectively 289 kilometers.
By car or train, the actual journey to Bamberg is certainly longer, as only the direct route (as the crow flies) between Bielefeld and Bamberg has been calculated here.