Top 49
Prep plan
Updated weekly · Last refresh Oct 17

Avanade AI Engineer Interview Questions

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

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1
CodingStart here. 6 questions · ~60 min
Chunking Unstructured DocumentsHard
Practice

Normalize a large document and create overlapping word chunks efficiently for vector embedding.

CodingData StructurespythonAvanade
Longest Common SubsequenceHard
Practice

Use dynamic programming to reconstruct a longest common subsequence shared by two Meta content strings.

RecursionDynamic ProgrammingStringsAvanade
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2
Generative AI & LLMs14 questions · ~141 min
Compare Fine-Tuned Model vs APIMedium

Evaluate a fine-tuned open-source model against a commercial LLM API using offline quality checks and online experimentation.

Model MetricsLLM EvaluationFine-TuningAvanade
Manage State in Multi-Turn AgentsHard

Design state management for a multi-turn agent with context window limits, durable memory, and low-loss summarization of user preferences.

Prompt EngineeringRAGLLM EvaluationAvanade
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3
Machine Learning4 questions · ~40 min
Regression vs Classification BasicsEasy

Explain how regression and classification differ, including target type, outputs, and how you evaluate each.

Feature EngineeringSupervised LearningAvanade
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4
Model Evaluation3 questions · ~30 min
Discuss Model Evaluation TechniquesMedium

Explain your approach to model evaluation, including how you choose and interpret metrics for different ML problems.

PrecisionAccuracyRecallAvanade
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5
System Design7 questions · ~71 min
Design a Low Latency RAG PlatformHard

Design a low latency RAG system over millions of documents, with scalable retrieval, ranking, generation, and production monitoring.

low latencyscalabilityRAG architectureAvanade
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6
Behavioral & Leadership13 questions · ~131 min
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7
More topics2 questions · ~20 min
Fabric to Azure OpenAI Data FlowMedium

Tests your understanding of end-to-end data pipelines feeding Azure OpenAI models.

Data QualityAvanade
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The finish line: interview-readyComplete all 49 questions to finish this plan.