The calculated distance (air line) between Fos-sur-Mer and Marseille is approximately 24 miles respectively 39 kilometers.
By car or train, the actual journey to Marseille is certainly longer, as only the direct route (as the crow flies) between Fos-sur-Mer and Marseille has been calculated here.
Air line (approximately)
39 kilometers
21 nautical miles