Avram Grant has had his contract as manager terminated.
The decision comes after two days of talks between Grant and chief executive Peter Kenyon.
The club said in a statement on the official website that the search for a new manager would begin immediately and that they will make no further comment.
It is unclear whether Grant will remain at Stamford Bridge in another role.