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Updated weekly · Last refresh Oct 17

Asana Spa Data Scientist Interview Questions

The questions to prepare for a Asana Spa Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions + 1 drill · ~81 min
2
Statistics & Probability8 questions · ~71 min
Design an Email ExperimentEasy

Design an A/B experiment for a promotional email and test whether a 1.0 percentage point lift in 7-day conversion is statistically significant.

ExperimentationHypothesis TestingSample SizeAsana Spa
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3
A/B Testing & Experimentation8 questions · ~71 min
Pitfalls in Concurrent ExperimentsHard

Identify and mitigate interference, metric contamination, SRM, peeking, and multiple-testing risks across concurrent experiments.

experiment designGuardrail Metricsuser baseAsana Spa
Considerations for A/B Test DesignHard

Design a feature experiment with clear hypotheses, metrics, power, randomization, analysis rules, and safeguards against common pitfalls.

experiment designconsiderationsGuardrail MetricsAsana Spa
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4
Product Sense8 questions · ~71 min
Validate Feature Worth BuildingMedium

Assess whether a proposed feature should be built by tying user need, expected value, and launch criteria to a clear decision.

Feature PrioritizationUser NeedsMVPAsana Spa
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5
Metrics9 questions · ~80 min
Diagnose a Sudden DAU DropHard

Investigate whether an 8.2% DAU decline is driven by product breakage, logging issues, or normal seasonal patterns.

DAU/MAUDiagnosisTime SeriesAsana Spa
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6
Machine Learning7 questions · ~62 min
Most Responsible FeaturesMedium

Assesses your feature attribution and interpretation approach for model drivers.

Data AnalysisAsana Spa
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7
More topics2 questions · ~18 min
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.