These days there are several hundred metres worth of reclamation blocking the view.
This first screen capture above shows the white General Post Office in the background - at a time when its northern side still fronted the harbour. Behind it just peeking out is the circular windowed Jardine House (previously Connaught Centre). At the far right is a row of buildings ending in the Chinese General Chamber of Commerce. Most of these buildings are still around including the art-deco C.G.C.C.
As the camera pulls out we get a wide angled view of the same area. The low-rise cream-coloured building behind the ship's mast is the old fire station. This was demolished and replaced the the Hang Seng HQ.
For those with a keen eye, you might also notice the Marine Office with its small tower. We got a closer view of this place at the beginning of the film - another great looking building that has fallen victim to redevelopment. Now the site of Infinity Plaza.