Comment by skydhash

I wouldn't say so. Make is very simple and you can grasp the basis within an hour or so, if you're familiar with shell scripting (as it's basically a superset of shell scripts, with the dependency graph on top). Then all you have to do is just in time learning which is mostly searching for a simpler pattern that what you're currently doing.