Branch
Analytics Case & Communication interview questions
Structuring ambiguous cases and writing readouts a stakeholder trusts.
14 practice questions · 6 subtopics · hints and unlimited attempts
What this branch covers
Case Structuring
Framing an ambiguous business question.
Case Structuring questionsExecutive Write-ups
Recommendation-first communication.
Executive Write-ups questionsStakeholder Management
Handling pushback, scope and conflicting stakeholder asks.
Stakeholder Management questionsData Trust
Diagnosing broken numbers and rebuilding confidence in reporting.
Data Trust questionsCommunicating Stats
Writing and presenting analysis that leads with the answer.
Communicating Stats questionsAnalytical Integrity
Resisting p-hacking and defending inconvenient results.
Analytical Integrity questions
All Analytics Case & Communication questions
Should we launch an annual plan?
Structure an ambiguous pricing question.
Case Structuring · scenario · medium · 18 min
Ordering an executive readout
Choose the right first line for a results email.
Executive Write-ups · multiple choice · easy · 5 min
Write the flat-result readout
ProDraft the actual paragraph, not the outline.
Executive Write-ups · scenario · hard · 15 min
They want to ship despite a null result
Your A/B test came back flat (no significant effect).
Stakeholder Management · scenario · medium · 15 min
Two dashboards, two different numbers
ProFinance's dashboard says last month's revenue was $2.1M; the product team's dashboard says $2.4M for the same metric and period.
Data Trust · scenario · medium · 15 min
'Can you pull engagement for me?'
A PM Slacks you: 'Can you pull engagement numbers for me?' with no other context.
Case Structuring · scenario · easy · 10 min
A skeptical marketing lead and a 'winning' test
ProA marketing lead ran an email A/B test, saw the variant get a higher open rate, and wants to declare it the winner and roll it out.
Communicating Stats · scenario · medium · 12 min
What goes in the first line of a readout
You're writing a results email to executives about an experiment.
Executive Write-ups · multiple choice · easy · 5 min
'Just slice it until something's significant'
ProA stakeholder is disappointed the headline result was flat and asks you to 'slice the data by every segment until you find something significant...
Analytical Integrity · scenario · medium · 12 min
Explain a p-value without misleading
An engineer asks: 'The experiment's p-value is 0.03.
Executive Write-ups · scenario · medium · 12 min
Convince stakeholders to test an Eats promotion
ProUber Eats stakeholders want to judge a new discount by comparing customers who redeem it with customers who do not.
Case Structuring · scenario · hard · 22 min
Write the decision from a failed experiment
ProA six-week onboarding experiment estimated +0.3 percentage points on activation with a 95% confidence interval of -0.4 to +1.0 points.
Executive Write-ups · scenario · medium · 15 min
Choose Dashers for two new cities
DoorDash is launching in dense New York City and lower-density Charlotte.
Case Structuring · scenario · medium · 18 min
Respond when a stakeholder wants a predetermined answer
A senior stakeholder says, 'We already know the campaign worked.
Executive Write-ups · scenario · easy · 10 min
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