The pair have already worked together on forthcoming film Pain and Gain.
Transformers 4 is scheduled to be released by Paramount Pictures on 27 June, 2014.
Bay has previously said the next film will take a new direction, and he has been working on "a whole new re-imagining of Transformers" with the help of producer Steven Spielberg.
