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Describe ownership and failure

UberData Scientist · Onsite
MediumData ScientistOnsiteBehavioral & Leadership

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This question evaluates ownership, judgment, self-awareness, and the ability to communicate technical depth to non-experts and senior stakeholders, while also probing data-science-specific competencies such as forecasting, experimentation, causal inference, and measuring impact.

Answer the following behavioral questions in a structured way, using specific examples from your past work or research:

  1. Tell me about a time you went beyond expectations.
  • What was the original scope?
  • What did you proactively do that was not explicitly required?
  • What measurable impact did it have?
  1. Tell me about a time you disagreed with others and the outcome still failed.
  • What was the disagreement?
  • How did you communicate your view?
  • Why did the final outcome fail?
  • What would you do differently now?
  1. Describe a project you worked on in depth.
  • Explain the business or research problem, your personal contribution, the technical approach, the main tradeoffs, and the final impact.
  • Be prepared for detailed follow-up questions, especially if the project involves dynamic demand, forecasting, experimentation, or causal inference.

Your answer should demonstrate ownership, judgment, self-awareness, and the ability to communicate technical depth clearly to non-experts and senior stakeholders.