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Updated weekly · Last refresh Oct 17

Spring Health Product Growth Analyst Interview Questions

The questions to prepare for a Spring Health Product Growth Analyst interview. Questions from real interview reports rank first. Updated daily.

48questions
~7htotal time
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1
SQL & Data ManipulationStart here. 4 questions · ~35 min
SQL: Weekly Activation RatesMedium
Practice

Calculate Spring Health activation rates by acquisition channel, signup cohort, and reporting week.

Date FunctionsJoinsCTEsSpring Health
Top Channels by Conversion RateMedium
Practice

Rank Rocket App marketing channels monthly using joins, distinct conversion counts, CTEs, and ROW_NUMBER.

Window FunctionsRankingAggregationsSpring Health
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2
A/B Testing & Experimentation9 questions · ~79 min
Sample Size in SMB Funnel TestsHard

Design a trustworthy A/B test for a low-volume SMB funnel by choosing MDE, sizing the test, and setting guardrails under traffic constraints.

MDEPower AnalysisSample SizeSpring Health
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3
Strategy4 questions · ~35 min
Responding to Rising CAC PressureMedium

How to respond when CAC rises 15% while LTV stays flat, using unit economics and profitability levers.

margin improvementCACcustomer lifetime valueSpring Health
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4
Metrics6 questions · ~53 min
Analyze User Engagement Drop After Feature ReleaseMedium

Assess the 15% drop in user engagement after a new app feature release and propose metric decomposition strategies.

Spring Health
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5
Statistics & Probability5 questions · ~44 min
Trustworthiness of A/B Test ResultsMedium

Tests understanding of statistical validity, power, and decision thresholds for experimentation.

Confidence IntervalsHypothesis TestingStatistical SignificanceSpring Health
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6
Product Sense7 questions · ~61 min
Improving Activation for Higher-Acuity MembersHard

Tests problem framing, experimentation design, and prioritization for activation in higher-acuity populations.

User NeedsPain PointsMVPSpring Health
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7
More topics13 questions · ~114 min
Prioritizing Experiments With ConstraintsMedium

Tests prioritization frameworks and your ability to balance impact, feasibility, and clinical constraints.

Trade-offsScope ManagementPrioritizationSpring Health
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The finish line: interview-readyComplete all 48 questions to finish this plan.