According to The Hollywood Reporter, the Simpsons Movie director will develop the project from Matt Lieberman's script.
The story revolves around an ordinary man who becomes the pet of a group of aliens.
Silverman previously worked on 2000 animated film The Road to El Dorado and 2001's Monsters, Inc.
