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Updated weekly · Last refresh Oct 17

Amgen AI Engineer Interview Questions

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

12questions
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1
Generative AI & LLMsStart here. 6 questions · ~48 min
LLM Evaluation Under Operational RiskHard

Prioritize offline and online metrics for evaluating hallucinations, reliability, safety, and operational usefulness in a high-consequence LLM domain.

HallucinationPrompt InjectionLLM EvaluationAmgen
Build Semantic Search EmbeddingsHard

Design a scalable embedding pipeline and vector search service while balancing retrieval latency, indexing cost, and data freshness.

Vector Searchllm deploymentPrompt EngineeringAmgen
High-Fidelity RAG for Proprietary DataHard

Design a grounded RAG pipeline for proprietary data, covering retrieval, citations, evaluation, safety, latency, and cost.

Vector Searchsystem designHallucinationAmgen
Embeddings and Vector SearchHard

Explain how to build, evaluate, scale, and secure embedding-based document retrieval for a production RAG system.

Vector SearchRAGscalabilityAmgen
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2
Behavioral & Leadership3 questions · ~24 min
Catching AI Flaws Before ReleaseMedium

Tests ownership, risk judgment, and influence when identifying and escalating a serious AI-system flaw.

AIai safetyaccountabilityAmgen
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3
More topics3 questions · ~24 min
Scalable Enterprise LLM ArchitectureHard

Design a secure, scalable enterprise LLM platform covering routing, RAG, serving, evaluation, monitoring, and failure recovery.

gpu hardwarellm deploymententerprise architectureAmgen
Transformers vs RNNs for SequencesMedium

Compare transformer and RNN architectures for sequential data, focusing on training, context handling, and tradeoffs.

Neural NetworksDeep Learningmodel trainingAmgen
Handling Severe Class ImbalanceMedium

Explain how to train and evaluate a classifier when the positive class is rare and accuracy is misleading.

ExperimentationFeature EngineeringSupervised LearningAmgen

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