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Updated weekly · Last refresh Oct 17

LG Electronics Data Scientist Interview Questions

The questions to prepare for a LG Electronics Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
2
Machine Learning3 questions · ~26 min
Handle Highly Imbalanced ClassesMedium

Build a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.

Cross-ValidationFeature EngineeringSupervised LearningLG Electronics
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3
Behavioral & Leadership11 questions · ~94 min
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4
More topics7 questions · ~60 min
Design Edge Versus Cloud InferenceMedium

Compare how you would deploy deep learning inference on edge devices versus cloud systems, including architecture, tradeoffs, and operational risks.

Deep Learningcloud infrastructureedge devicesLG Electronics
Primary vs Guardrail Metric ChoiceMedium

Choose a primary success metric and guardrails for a game experiment, then explain how that choice drives power, analysis, and ship decisions.

ExperimentationGuardrail MetricsA/B TestingLG Electronics
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisLG Electronics
Statistical Significance in Device ExperimentsEasy

Tests statistical reasoning and ability to communicate experiment results for connected device contexts.

Hypothesis TestingStatistical SignificanceP-ValuesLG Electronics
Define Smart Feature MetricsMedium

Tests product sense and ability to translate user value into measurable data science metrics.

Metricsuser valueProduct VisionLG Electronics
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchLG Electronics
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