They have plenty of people to work in the factories, especially once they get robotics and machines to take the place of the really basic stuff. They will either create it on their own or get foreign help in making the machinery.
There will always be immigrants to fill in if they would ever get to that situation. I don't see them having a lack of population problem (at any age group) however.
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