Navi Interview Questions
The questions to prepare for Navi interviews, across all roles. Questions from real interview reports rank first. Updated weekly.
Find the top 3 customers in each region by transaction volume using joins, aggregation, and window ranking.
NaviAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
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Inc.
Benjamin MooreRank the top 3 completed rides per vehicle per day using joins, a CTE, and ROW_NUMBER.
WaymoUse DFS on a matrix-as-graph to count connected components of land cells.
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Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.
NaviBuild and execute an engineering roadmap when product, reliability, and platform priorities compete for the same team capacity.
NaviDesign an end-to-end product recommendation system for a large e-commerce marketplace with strict latency and freshness needs.
NaviCompare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.
NaviExplain statistical significance in experiments and how p-values and confidence intervals guide interpretation.
NaviChoose the right randomization unit for a customer-facing experiment and explain how that choice affects metrics, power, and validity.
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