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Updated weekly · Last refresh Sep 23

Extreme Networks Agentic AI Engineer Interview Questions

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

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1
Model EvaluationStart here. 5 questions · ~40 min
Evaluating Agentic Model QualityMedium

Define a metric framework for evaluating agentic model quality beyond simple accuracy.

agentic qualitymodel performanceevaluation metricsExtreme Networks
Hallucination Risk EvaluationMedium

Tests your evaluation methods for hallucination likelihood and impact in production LLM systems.

HallucinationLLM EvaluationExtreme Networks
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2
Generative AI & LLMs8 questions · ~64 min
Approach LLM Fine-Tuning for TasksMedium

Explain a practical approach to fine-tuning an LLM for a specific task, including data, evaluation, and hallucination risks.

Prompt EngineeringLLM EvaluationFine-TuningExtreme Networks
Explain Vector Search in RAGMedium

Design a grounded document Q&A system and explain how vector search improves retrieval quality, latency, and hallucination control in RAG.

Vector SearchPrompt EngineeringRAGExtreme Networks
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3
System Design15 questions · ~121 min
Automated Incident Response WorkflowHard

Tests your system design for orchestrating tool use and decision-making during network incidents.

agentic systemsworkflowincident responseExtreme Networks
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4
Behavioral & Leadership6 questions · ~48 min
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5
More topics4 questions · ~32 min
Handling Architectural Stakeholder ConflictMedium

Tests conflict resolution and influence when a stakeholder challenges an architectural decision with meaningful business or technical stakes.

Conflict ResolutionStakeholder ManagementCommunicationExtreme Networks
Python and Go PatternsEasy

Tests your practical engineering fluency with Python or Go for building reliable cloud-native services.

gopythoncloud-nativeExtreme Networks
Production Monitoring and DebuggingEasy

Tests your observability and operational debugging skills for AI services in live environments.

monitoringtelemetryproductionExtreme Networks
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