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8 branches of analytics, product and AI interview questions
Explore eight skill tracks, called branches, filterable by subtopic, company, tool and difficulty. SQL questions run against sample tables, choice and numeric answers are checked instantly, and written cases are scored against evaluation criteria.
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6 questions
Effect of halving the MDE
Reason about the sample size / MDE relationship.
Calculation · Intervals · 5 min · Easy
Statistics & Inference · Original Uplift question
Net revenue retention from monthly MRR
Compute NRR from expansion, contraction and churn.
Calculation · Metrics · 6 min · Easy
Product Management · Original Uplift question
Blended ROAS from spend and revenue
Compute blended return on ad spend.
Calculation · Campaigns · 5 min · Easy
Digital & Marketing Analytics · Original Uplift question
Cost per resolved ticket for an AI agent
Compute unit economics for an AI support agent.
Calculation · Product metrics · 5 min · Easy
AI Agents & Automation · Original Uplift question
Is the LTV:CAC healthy
A SaaS product has customer lifetime value (LTV) of $900 and customer acquisition cost (CAC) of $300.
Calculation · Unit economics · 5 min · Easy
Digital & Marketing Analytics · Company-context scenario
Expected cost of a rider coupon
Lyft gives a $5 coupon to 20,000 riders.
Calculation · Campaigns · 8 min · Easy
Digital & Marketing Analytics · Reported at Lyft