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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 weekly.

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Pitfalls in Streaming Experiment Analysis
Hard

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

Network InterferenceNovelty EffectSample Ratio Mismatch
LG Electronics
Primary vs Guardrail Metric Choice
Medium

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 Testing
LG Electronics
Design Edge Versus Cloud Inference
Medium

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

Deep Learningcloud infrastructureedge devices
LG Electronics
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7-Day Rolling Active Users
Medium

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning Totals
LG Electronics
Statistical Significance in Device Experiments
Easy

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

Hypothesis TestingStatistical SignificanceP-Values
LG Electronics
Define Smart Feature Metrics
Medium

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

Metricsuser valueProduct Vision
LG Electronics