This isn't unique to Amazon's couriers. I've had UPS leave a package "at loading dock" in a similar row-style townhome with street access. I still have no idea where that one ended up.

Not sure that I've ever had a package delivered by Amazon, but if I did there weren't any problems. That UPS incident is my only personal shipping issue in years.