Interview Question for Staff Software Engineer at Intuit:

Challenging yes. But not necessarily in a good way. Most software engineers do NOT have the training to properly address this question. It requires a background in "data science" or signal processing. Unless the position interviewed for required these skills/background also, I would say the question was highly inappropriate.