Loft Interview Questions
The questions to prepare for Loft interviews, across all roles. Questions from real interview reports rank first. Updated weekly.
Use BFS on a grid to find the shortest path from start to destination while avoiding blocked cells.
LoftUse CTEs and window functions to calculate 7-day transaction averages and rank Loft users within each region.
LoftUse joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.
HarbourVest PartnersCalculate daily session-level funnel conversion rates using CTEs, CASE WHEN, and date functions.
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Explain the bias-variance tradeoff and how it guides model choice, regularization, and generalization performance.
LoftDiagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.
LoftExplain how you would manage a product backlog so priorities stay clear, scope stays controlled, and stakeholders remain aligned.
LoftExplain how a primary metric differs from a guardrail metric and how both are used in A/B test decisions.
LoftApproach for maintaining data quality and integrity across ETL pipelines.
LoftFramework for using product data to identify and prioritize the user problem that should be solved first.
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