Your question is Distributed ML Batch System. 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).
Design a distributed batch execution system that allows machine learning researchers to schedule, monitor, and reproduce thousands of concurrent training jobs across compute clusters at The Voleon Group.