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Amgen Machine Learning Engineer Interview Questions

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

34questions
~5htotal time
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1
PipelinesStart here. 6 questions · ~48 min
Data Governance in AI PipelinesMedium

Approach for governing data across AI pipelines, from ingestion and transformation to access control, quality checks, and auditability.

InfrastructureData ModelingQualityAmgen
Production Pipeline Quality MonitoringMedium

Approach for adding data quality checks, observability, and production monitoring to a data pipeline.

Data QualitymonitoringobservabilityAmgen
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2
Machine Learning16 questions · ~128 min
Hyperparameter Tuning for ML ModelsMedium

Explain a practical process for tuning model hyperparameters using cross-validation and overfitting checks.

Hyperparameter TuningCross-ValidationBias-Variance TradeoffAmgen
CNN Kernels and OverfittingMedium

Tests core CNN understanding and practical techniques to reduce overfitting.

overfittingAmgen
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3
System Design5 questions · ~40 min
CI/CD for Generative AIMedium

Evaluates your approach to building reliable CI/CD for generative AI systems in production.

CI/CDgenerative aiAmgen
GPU Auto-Scaling for Cost and PerformanceMedium

Assesses your approach to capacity planning and autoscaling for GPU inference workloads.

cost optimizationAmgen
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4
Behavioral & Leadership5 questions · ~40 min
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5
More topics2 questions · ~16 min
Clinical Document QA: Fine-Tune vs RAGMedium

Compare a fine-tuned LLM and a RAG pipeline for answering clinician questions over internal clinical documents with grounded citations.

Language ModelsText ClassificationWord EmbeddingsAmgen
Analytical Rigor for SegmentationHard

Tests validation methodology, metrics selection, and scientific credibility for medical segmentation models.

PrecisionAccuracyRecallAmgen

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