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Amazon Web Services AI Solutions Architect Interview Questions

The questions to prepare for a Amazon Web Services AI Solutions Architect interview. Questions from real interview reports rank first. Updated daily.

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1
System DesignStart here. 9 questions · ~79 min
Cloud Data Migration for Drone Soil DataHard

Present an AWS architecture for ingesting, migrating, processing, and analyzing agricultural soil data collected by drones.

cloud architectureedge devicesdata ingestionAmazon Web Services
ResNet50 and Practical LimitationsHard

Explain ResNet50, residual connections, and the practical tradeoffs affecting its training, accuracy, and deployment.

gpu hardwareinference latencymodel inferenceAmazon Web Services
Real-Time Streaming Analytics on AWSHard

Design a scalable AWS architecture for ingesting, processing, analyzing, and serving real-time streaming data.

cloud architecturescalable architectureanomaly detectionAmazon Web Services
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2
Machine Learning4 questions · ~35 min
Validating Data Remediation and Model BehaviorHard

Diagnose poor customer data quality, repair reliable issues, and prove model improvements without introducing leakage or bias.

Data Qualitydata preprocessingmodel performanceAmazon Web Services
Managed AI vs SageMaker Custom ModelsHard

Compare managed AWS AI services with custom Amazon SageMaker models across accuracy, control, operations, cost, latency, and compliance.

model selectionmanaged servicesmodel choiceAmazon Web Services
Transformer Architecture and Self-Attention ScalingMedium

Assesses understanding of transformer models and attention complexity.

Amazon Web Services
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3
Behavioral & Leadership7 questions · ~61 min
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4
More topics2 questions · ~18 min
Find Imported Module Namespace by TargetMedium
Practice

Parse Python import statements and return the exact module namespace associated with a requested imported name.

Codingcompilationcode structureAmazon Web Services
High-Availability Real-Time AIHard

Whiteboard a resilient Amazon Web Services AI architecture while clarifying requirements, managing stakeholder trade-offs, and validating the design wit...

product knowledgerole playsales processAmazon Web Services

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