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Prep plan
Updated weekly · Last refresh Oct 17

Deloitte GenAI Engineer Interview Questions

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

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~7htotal time
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1
System DesignStart here. 11 questions · ~106 min
Vector Database SelectionHard

Explain how to select and defend a vector database for an ML retrieval system under latency, scale, cost, and operational constraints.

inference latencycost constraintsarchitecture patternsDeloitte
Python in GenAI PipelinesHard

Explain how Python supports preprocessing, retrieval, inference, evaluation, and orchestration in a production GenAI pipeline.

data ingestionml inferencearchitecture patternsDeloitte
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2
Coding6 questions · ~58 min
Python List Append ClassEasy
Practice
Recently asked

Implement a Python class that encapsulates list creation and appends mixed values through clear methods.

Recursionclean codeLinked ListsDeloitte
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3
NLP3 questions · ~29 min
Handle OOV Words in GenerationMedium
Recently asked

Explain practical ways to handle OOV words in a generative model using tokenization, embeddings, and fallback strategies.

Language ModelsWord EmbeddingsTokenizationDeloitte
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4
Generative AI & LLMs5 questions · ~48 min
Explain Self-Attention in TransformersMedium
Recently asked

Explain how self-attention works and why it is central to transformer-based LLMs.

Neural NetworksPrompt EngineeringDeep LearningDeloitte
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5
Pipelines4 questions · ~38 min
Kubernetes in Data PipelinesEasy
Recently asked

Discuss practical Kubernetes experience in the context of running and operating data pipelines.

InfrastructureToolsDeloitte
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6
Machine Learning5 questions · ~48 min
RAGAS for Generation AssessmentMedium
Recently asked

Assesses use of RAGAS-style evaluation to measure generation quality in RAG systems.

FrameworksDeloitte
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7
More topics10 questions · ~96 min
Evaluating LLMs with BLEU and ROUGEMedium
Recently asked

Evaluates whether you can select and interpret common text generation metrics like BLEU and ROUGE.

MetricsDeloitte
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