Pathloom Data Scientist Interview Questions
The questions to prepare for a Pathloom Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Use CTEs, joins, and date logic to compute 7-day rolling retention for Instagram Reels cohorts by first-use week.
PathloomAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
Total Wine & More
Inc.
Benjamin MooreUse joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.
Atlassian
RevolutExplain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.
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Describe your hands-on experience applying supervised learning, feature engineering, and model evaluation in real projects.
PathloomExplain how to tune hyperparameters to improve validation performance while controlling overfitting and underfitting.
PathloomDefine primary and guardrail metrics for a discovery UI test, with power, MDE, and a pre-registered analysis plan.
PathloomAssess a new feature using adoption, activation, repeat usage, and retention metrics tied to user value.
PathloomTests your ability to derive actionable business insights from customer purchase behavior.
PathloomDiagnose why conversion fell from 4.8% to 3.1% after a launch by breaking the metric across funnel steps, cohorts, and segments.
Pathloom