Actually, with the new base layout, they are near the ends of runways. If you taxi in F3 mode (highly recommended) and use the F8 mode to move your view around you'll have better viz and taxiing is easier.
You'll see taxiways leading to the hotpads, and can recognize them by the big yellow circle and the word "Rearm" on them.