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Thomson Reuters AI Engineer Interview Questions

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

Implement an LRU Cache
Medium

Design an LRU cache with O(1) get and put using a hash map and doubly linked list.

Hash TablesLinked ListsHeap
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Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel Serving
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Design Feature Drift Monitoring System
Hard

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

Feature StoreFeature DriftModel Serving
Recently asked
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Fix Hallucinations in RAG Answers
Easy

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

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Handle Imbalanced Classification
Medium

Choose a classification strategy that performs well when the positive class is rare and costly to miss.

Cross-ValidationRegularizationSupervised Learning
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Classification Metrics and Thresholds
Medium

Tests your ability to evaluate classifiers and set decision thresholds based on business needs.

ClassificationF1 ScoreThreshold Tuning
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Optimize Memory Heavy Pandas Pipeline
Medium

Explain how to reduce memory usage and stabilize a Pandas-based batch pipeline that is failing on larger inputs.

InfrastructureData WranglingQuality
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