Everyone has mentioned programming, but that's the not only kind of experience that helps.

If you aren't familiar with Linux, start getting comfortable with it. I got my first internship with my only real qualification being that I knew my way around a shell. My tasks were mainly just running scripts on a regular basis, but it lead to getting experience in a lot of other areas.