Your question is Choosing Analytical Methods. 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 had to choose between two different analytical methods to solve a business problem.
Explain the business question, the two methods you considered, and the criteria you used to evaluate them. Discuss how you handled competing stakeholder preferences, incomplete information, or tradeoffs between speed, accuracy, interpretability, and maintainability. Walk through your analysis, the recommendation you made, the outcome, and what you learned. Focus on a specific example rather than describing your general analytical philosophy.