Your question is ETL/ELT for Large Datasets. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What is your preferred approach to ETL/ELT workflows when dealing with large datasets?