Your question is Optimize Slow SQL or Spark at Scale. 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).
Explain your approach to optimizing a slow-running SQL query or Spark job processing terabytes of data.