Your question is Optimizing Spark Skewed Data. 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 how you would optimize a large-scale data processing job using Spark when dealing with skewed data partitions.