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Updated weekly · Last refresh Oct 17

Neighbor Interview Questions

The questions to prepare for Neighbor interviews, across all roles. Questions from real interview reports rank first. Updated daily.

48questions
~8htotal time
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1
CodingStart here. 6 questions · ~57 min
Rank Listings by Distance and ValueHard
Practice

Rank Neighbor listings by weighted distance, price, and responsiveness using normalized scores and a bounded heap.

CodingRankingSearchingNeighbor
Detect Duplicate or Fraudulent HostsHard
Practice

Use normalized metadata maps and union-find to group duplicate Neighbor listings and suspicious host accounts.

Hash Tablesdeduplicationfrequency countNeighbor
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2
Pipelines4 questions · ~38 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityNeighbor
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3
SQL & Data Manipulation7 questions + 3 drills · ~96 min
4
Metrics7 questions · ~66 min
Diagnose Rising Customer Acquisition CostsMedium

Diagnose why CAC doubled over three quarters by separating channel efficiency, funnel changes, customer mix, and measurement effects.

CACLeading IndicatorsDiagnosisNeighbor
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5
System Design3 questions · ~28 min
Scale Server CapacityHard

Design a scalable Neighbor architecture for increasing booking and messaging demand, including ML-assisted capacity planning and operational safeguards.

latencydistributed systemsml inferenceNeighbor
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6
Behavioral & Leadership17 questions · ~161 min
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7
More topics4 questions · ~38 min
Questions for the InterviewerEasy

Answer the interviewer’s question with concise, high-signal questions that reveal priorities, team fit, and success criteria.

Success CriteriaExecutionRoadmappingNeighbor
Experiment Framework for Pricing AlgorithmHard

Tests your ability to design experiments that measure pricing impact with correct instrumentation and analysis.

experiment designincremental liftprimary metricsNeighbor
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The finish line: interview-readyComplete all 48 questions plus 3 hands-on drills to finish this plan.