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Continental General Interview Questions

The questions to prepare for Continental General interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~8htotal time
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1
CodingStart here. 10 questions · ~92 min
2
Machine Learning4 questions · ~37 min
3
System Design6 questions · ~55 min
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingContinental General
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4
Generative AI & LLMs4 questions · ~37 min
Design LLM Systems for Business UseMedium

Discuss how you designed an LLM system for a business use case, including evaluation, hallucination control, and cost latency tradeoffs.

Structured ExtractionPrompt EngineeringLLM EvaluationContinental General
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5
Behavioral & Leadership21 questions · ~194 min
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6
More topics5 questions · ~46 min
Choose Classification MetricsMedium

Choose the right classification metrics, and explain when precision, recall, and F1 score matter most.

F1 ScorePrecisionRecallContinental General
Functional vs Non-Functional RequirementsEasy

Tests your requirements fundamentals and ability to distinguish behavior from quality attributes.

User NeedsUse CasesProduct VisionContinental General
Text Classification Baseline FeaturesMedium

Tests NLP preprocessing choices and feature engineering for effective baseline classification.

Text ClassificationTF-IDFTokenizationContinental General
Large-Scale AI Data Pipeline DesignMedium

Tests data engineering tradeoffs for scalable, reliable pipelines supporting AI workloads.

ETLBatch ProcessingOrchestrationContinental General
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