 Squier earns a writing credit for the inclusion of an interpolation of the drums from his 1980 song "The Big Beat".Composed on the key of A major, "Girl on Fire" uses common time and is set to a "heavy beat" at a tempo of 93 beats per minute.Keys' vocals range in the song over an octave from a low note of C4 up to a high note of E5.