I don't know about 12 hours away - that'd be China and Perth - but there's certainly FAANG engineering offices in Europe, Canada, Japan, Sydney…
But FAANG isn't going to leave Silicon Valley. If your theory says that's a good idea, you should ditch it for one that has empirical evidence for working.