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Hoonartek Interview Questions

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

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1
SQL & Data ManipulationStart here. 3 questions · ~32 min
SQL Query PracticeEasy
Practice

Return the second-highest distinct non-null salary from a single employee table.

null handlingsqldatabase queryingHHoonartek
Fact and Dimension TablesMedium
Practice

Aggregate completed fact records by calendar month and product dimension, including facts with missing dimension matches.

fact tablesdimensionsAggregationsHHoonartek
Department-Wise Second Highest SalaryMedium
Practice

Use DENSE_RANK and a department join to identify each department's second-highest distinct salary.

Window FunctionsRankingGroup ByHHoonartek
2
Pipelines4 questions · ~42 min
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLHHoonartek
Data Quality in ML PipelinesMedium

Practical approach for maintaining data quality across ML ETL pipelines, orchestration, and repeatable data processing.

Data QualityETLData ModelingHHoonartek
Capacity Planning for Data PipelinesMedium

How to think about capacity planning for a pipeline, including throughput, storage growth, latency, and operational headroom.

system designhardware architecturecapacity planningHHoonartek
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3
Behavioral & Leadership6 questions · ~63 min
Handling Architectural Disagreement Cross-FunctionallyMedium

Tests conflict resolution and influence without authority when a cross-functional stakeholder challenges an architectural decision.

Influence Without AuthorityConflict ResolutionCommunicationHHoonartek
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4
More topics1 question · ~11 min
Real-Time ML Model MonitoringHard

Design a real-time monitoring system that detects ML performance regressions, drift, skew, and serving failures.

Feature DriftModel Servinganomaly detectionHHoonartek
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