Well... obviously, you will have to know how to use Apache on Linux. As well as MySQL and PHP. (And even Pear, Perl, Python and Ruby).
The ability to set up Linux with all of the above would probably be required, and the details about how to successfully manage the individual components.
And so not to be tied to a single Linux distro, the ability to build each component from it's source code would be good to.