Katkat

Clarify ambiguous requirements under pressure

GoogleData Scientist · Technical Screen

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This question evaluates a data scientist's competency in problem understanding and stakeholder clarification, covering active listening, assumption management, requirement elicitation, and cross-functional communication within the Behavioral & Leadership category.

Describe a time you initially misunderstood a stakeholder’s question and started solving the wrong problem. How did you discover the mismatch, course‑correct, and prevent fallout? Then role‑play: I say (with a heavy accent), “Find clients similar to Coca‑Cola.” Ask the five clarifying questions you would use to pin down the objective, scope, constraints, and success metrics before proposing a solution. Finally, explain your go‑to techniques (e.g., reflective listening, assumption lists, written confirmation) for preventing such misunderstandings under pressure.