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Updated weekly · Last refresh Oct 17

DeFiner Data Analyst Interview Questions

The questions to prepare for a DeFiner Data Analyst interview. Questions from real interview reports rank first. Updated daily.

50questions
~8htotal time
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1
SQL & Data ManipulationStart here. 10 questions · ~94 min
Running Total of Daily SignupsMedium
Practice

Calculate daily DeFiner signups, zero-signup days, prior-day changes, and cumulative totals with CTEs and window functions.

Window FunctionsDate FunctionsRunning TotalsDeFiner
Consecutive Purchase Days SQLMedium
Practice

Find DeFiner users with purchases on consecutive dates using CTEs, deduplication, and LAG.

Lag/LeadDate FunctionsSelf-JoinsDeFiner
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2
Metrics15 questions · ~142 min
Define SMB North Star MetricHard

Define a North Star Metric for an SMB product that reflects customer value and supports growth decisions.

AARRR FrameworkNorth Star MetricKPIsDeFiner
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3
Product Sense7 questions · ~66 min
Choose a Feature Success MetricHard

Framework for choosing the right primary success metric for a new feature, including leading indicators, guardrails, and business alignment.

Feature PrioritizationValue PropositionProduct VisionDeFiner
Define Prelaunch Feature SuccessEasy

Define how to measure whether a new customer-facing feature will succeed before launch.

Success CriteriaUser NeedsValue PropositionDeFiner
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4
Pipelines6 questions · ~57 min
Backfill Missing Customer DataHard

Design a safe backfill for missing customer records after an upstream fix, with idempotent reprocessing and data quality checks.

IdempotencyDependenciesBackfillingDeFiner
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5
Statistics & Probability11 questions · ~104 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeDeFiner
Evaluating Observed Lift SignificanceMedium

Explain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.

Confidence IntervalsStatistical SignificanceP-ValuesDeFiner
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6
More topics1 question · ~9 min
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