Clarify ambiguous requirements under pressure
GoogleData Scientist · Technical ScreenLast updated
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.
Solution walkthrough is for members
Get the full walkthrough with reference code and complexity analysis, plus Kitty Coach at 300 messages a day. Hints, the code runner and community answers stay free.