Factored GenAI Engineer Interview Questions
The questions to prepare for a Factored GenAI Engineer interview. Questions from real interview reports rank first. Updated daily.
Implement insert, delete, and random retrieval in O(1) using an array and hash map.
FactoredDetect repeated documents in a stream using compact content hashes instead of retaining full document text.
FactoredBuild a modular async LLM client that retries transient failures with capped exponential backoff.
FactoredEvaluate a fine-tuned open-source model against a commercial LLM API using offline quality checks and online experimentation.
FactoredExplain how self-attention works and why it is central to transformer-based LLMs.
FactoredReduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.
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Design a low latency RAG system over millions of documents, with scalable retrieval, ranking, generation, and production monitoring.
FactoredDesign a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.
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