The big alternatives I remember are: SCons, Maven, and CMake.
I liked CMake the most; Autotools was nearly unusable for me. It seemed like I needed to learn almost as much about Autotools to get productive as I did for C++.
If I'm wrong about anything, someone will come along to correct me.