 The music for The Rocketeer was composed and conducted by James Horner . The soundtrack received positive reviews and is often mentioned as being one of the film 's stronger elements . The soundtrack was released by Hollywood Records and features nearly an hour of music with eight tracks of score and two vocal tracks performed by actress / singer Melora Hardin . The two songs were arranged by Billy May , who had collaborated with Horner several times in the past . 
