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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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9 questions
Ranking four features with RICE
Order a backlog using reach, impact, confidence and effort.
Quick check · Prioritization · 7 min · Easy
Product Management · Original Uplift question
Success metrics for an in-app AI assistant
Define the metrics that decide whether an AI assistant ships.
Written case · Metrics · 15 min · Medium
Product Management · 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
Estimate daily rideshare trips in Chicago
Estimate the number of rideshare trips (Uber + Lyft) taken in the city of Chicago on a typical weekday.
Written case · Estimation · 15 min · Medium
Product Management · Company-context scenario
Success metrics for Facebook Marketplace
You just launched a feature in Facebook Marketplace.
Written case · Metrics · 15 min · Medium
Product Management · Company-context scenario
Spotting the vanity metric
A growth team celebrates that 'total registered users crossed 10 million.' Why might a PM push back on using this as the headline success metric?
Quick check · Metrics · 5 min · Easy
Product Management · Company-context scenario
Measure Facebook Save
What metrics would you use to measure the success of Facebook's Save feature?
Written case · Metrics · 15 min · Medium
Product Management · Reported at Meta
Respond to a request to raise velocity 20%
A director asks the team to raise story-point velocity by 20% next quarter.
Quick check · Tooling · Jira · 5 min · Easy
Product Management · Original Uplift question
Rebuild an executive dashboard nobody reads
The weekly executive dashboard has 24 charts and no readers.
Written case · Tooling · Looker / Tableau / Power BI · 15 min · Medium
Product Management · Original Uplift question