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Updated weekly · Last refresh Aug 30

Continental General AI Engineer Interview Questions

The questions to prepare for a Continental General AI Engineer interview. Questions from real interview reports rank first. Updated weekly.

30questions
~5htotal time
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1
CodingStart here. 6 questions · ~59 min
Reverse a Linked ListEasy
Practice

Reverse a singly linked list in place using pointer manipulation.

RecursionLinked ListsContinental General
Implement Decision Tree FunctionHard
Practice

Implement a binary CART decision tree that selects numerical splits using Gini impurity.

RecursionTreesDecision TreesContinental General
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2
System Design6 questions · ~59 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingContinental General
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3
Generative AI & LLMs4 questions · ~40 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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4
Machine Learning4 questions · ~40 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationContinental General
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5
Behavioral & Leadership6 questions · ~59 min
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6
More topics4 questions · ~40 min
Choose Classification MetricsMedium

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

F1 ScorePrecisionRecallContinental 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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