RAM is plentiful even on many microcontrollers now, but it becomes much less plentiful when you start storing thousands of data points and need to start bit packing boolean flags and reducing the integer size to squeeze as much as you can in the data structure! Or you need to stream as much of that data over a serial link as possible as quickly as possible!

So I agree, knowing how data is stored is critical.