Your question is Data-Driven Business Recommendation. 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).
Describe a time you used data analysis to make a business recommendation. Please explain the business question, the data and analytical approach you used, how you communicated your recommendation to stakeholders, and what happened afterward. We are interested in how you handled incomplete or conflicting information, selected the most relevant metrics, and translated analysis into a practical decision. Focus on your individual contribution rather than describing the team’s work generally. A strong response will be specific about the stakes, assumptions, trade-offs, stakeholder reactions, and measurable outcome. Be prepared to discuss what you would change in your analysis or recommendation with the benefit of hindsight.
