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Updated weekly · Last refresh Aug 30

RBC AI Engineer Interview Questions

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

42questions
~6htotal time
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1
CodingStart here. 8 questions · ~71 min
Cosine Similarity Search FunctionMedium
Practice

Return the k most similar vectors to a query using cosine similarity, with deterministic tie-breaking.

RBC
Basic Vector Search IndexEasy
Practice

Return the most similar RBC NOMI document embeddings using cosine similarity and deterministic top-k ranking.

Vector SearchindexingRBC
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2
Generative AI & LLMs12 questions · ~107 min
Fix Hallucinations in RAG AnswersEasy

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

RBC
Single vs Multi Agent SupportEasy

Compare single-agent and multi-agent designs for customer support, with attention to evaluation, safety, latency, and operational tradeoffs.

RBC
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3
System Design10 questions · ~89 min
Continuous Improvement Feedback LoopMedium

Assesses your approach to closing the loop from user signals to model and system improvements.

model performancefeedback loopRBC
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4
Behavioral & Leadership8 questions · ~71 min
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5
More topics4 questions · ~36 min
Use Vector Databases with EmbeddingsHard

Explain how embeddings and vector databases fit into a retrieval pipeline for grounded AI responses.

Language ModelsText ClassificationWord EmbeddingsRBC
Metrics for LLM PerformanceMedium

Tests ability to select appropriate quantitative and qualitative metrics for LLM evaluation.

performance metricsModel EvaluationLLM EvaluationRBC
Rate Limiting for Parallel LLM CallsHard

Evaluates your ability to design robust concurrency controls for large-scale LLM usage.

rate limitingconcurrencyRBC
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