Suffolk firefighters brought the body out shortly before 11:00 BST on Wednesday.
The emergency services were alerted by reports that a body had been seen in the water close to Patterson Road.
Suffolk Police have not said whether the death is being considered suspicious but emergency services are still at the scene.
The body of a man has been pulled from the water at Neptune Marina in Ipswich.