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Lead a zero-to-one initiative effectively

InstacartData Scientist · HR Screen
HardData ScientistHR ScreenBehavioral & Leadership

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This question evaluates a data-oriented leader's ability to translate an ambiguous mandate into a measurable initiative by testing skills in problem definition, metric design, discovery and experimentation planning, stakeholder alignment, prioritization, and trade-off reasoning within a two-sided marketplace context.

Describe how you would take a vague ‘improve shopper retention’ mandate from idea to launch. Define the problem statement, success metrics and guardrails, discovery plan, PRD outline, stakeholder map, milestones, and kill criteria. Explain how you would de‑risk with a prototype, obtain resources, manage change with CX/Legal/Sales, and run a post‑launch review. Include a 30/60/90‑day plan and one example of a tough trade‑off you’d make.