Robbins will succeed Jim Gianopulos, who steps down as studio head after four years.
Both Cercek and Ireland will report to president Emma Watts.
He will be responsible for driving monetisation at ShareChat.
Elizabeth Raposo took over as production president following the exit of Marc Evans.
Scorsese will produce the projects through his company, Sikelia Productions