The meeting comes after the departure of Russell Martin as the club's manager.
Rangers chairman Andrew Cavenagh and vice-chairman Paraag Marathe will hold discussions with Gerrard.
Gerrard previously managed Rangers from 2018 to 2021.
In recent days, Gerrard has expressed interest in returning to management, stating that he wants to face new challenges.
Gerrard's comments were made on a podcast, where he mentioned his desire for a specific type of challenge, which he would be eager to take on if the opportunity arises.