SF is actually a city that is devoid of children. They're not hidden, they just don't exist because housing is too expensive. People with kids mostly leave.
It's been a common pattern for a very long time in the US for new graduates to often live in a city especially if that's where their job is and then move out when they start a family. That was the pattern with essentially everyone I knew who went into finance in Manhattan.