The sole survivor board engineer Sizov who has been traveling as a dead head said that he knew that plane is about to crash. PAX were very nervous during TO because it took too long and when the plane went into air he recognized that crash is inevitable.
The survivor is an avionics engineer, not a board/flight engineer of any kind. The media stubbornly refer to him as a flight engineer.