The "Fast & Furious" star will play a rescue helicopter pilot in the project from New Line, reported Deadline.
His character travels through an earthquake-ravaged California in the film, while trying to locate his family.
Johnson will reunite with "Journey 2: The Mysterious Island" director Brad Peyton for the project.
The wrestler will star next be seen "Fast & Furious 7".