because the interview is supposed to ask same questions as real job, and in real job there are rarely big hints like you are describing.

On the other hand, "hey I have 6TiB data, please prepare to analyze it, feel free to ask any questions for clarification but I may not know the answers" is much more representative of a real-life task.