Data structures are the basis of what you start off with for any program. The key is to understand the domain you want to model. It's hardly unique to FAANG.
"Show me your flowcharts and conceal your tables [i.e. data structures], and I shall continue to be mystified. Show me your tables, and I won’t usually need your flowcharts; they’ll be obvious."