There seems to be few differences between Drake and just rolling out Makefiles for data processing, but I definitely see this project has potential. Distributed processing over AWS/Compute Engine/etc. clusters would be one nice thing to have, as a kind of simpler alternative to Hadoop.

I really like the inline, multi-language scripting though.