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Data Interview Question

Reintroduction of Instant Meal Delivery

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Requirements Clarification & Assessment

Business Goals

  • Primary Objective: Increase daily orders and revenue for Uber Eats.
  • Secondary Objectives: Enhance customer satisfaction through faster delivery and improve driver efficiency.

Key Questions

  • What are the specific business goals for reintroducing the feature?
  • How will meals be allocated to drivers and matched with orders?
  • What is the operational model for meal storage and distribution?
  • What are the revenue-sharing models with restaurants and drivers?

Success Metrics

  • Orders Per Day: Increase in the number of orders completed.
  • Delivery Time: Reduction in average delivery time.
  • Driver Efficiency: Increase in the number of orders delivered per driver.

Stakeholder Considerations

  • Restaurants: Impact on order volume and preparation logistics.
  • Drivers: Changes in delivery patterns and potential for increased income.
  • Customers: Improvement in experience and satisfaction.

Historical Context

  • Why was the feature previously removed?
  • What data is available from the previous implementation?

Potential Challenges

  • Operational Costs: Increased driver incentives and platform maintenance.
  • Food Waste: Risks associated with unsold pre-prepared meals.
  • Customer Satisfaction: Balancing quick delivery with food quality.

Guardrails

  • Customer Churn: Monitoring potential increase in churn rates.
  • Revenue Per Order: Ensuring profitability per transaction.