Top 23
Prep plan
Updated weekly · Last refresh Aug 30

Deloitte GenAI Engineer Interview Questions

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

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1
CodingStart here. 5 questions · ~52 min
Even Odd Status List ComprehensionEasy
Practice

Use a Python list comprehension to generate numbers from 1 to n and label each as even or odd.

MathArraysStringsDeloitte
Even Odd Labels with ComprehensionsEasy
Practice

Build a list of number-label pairs using a Python list comprehension and parity checks.

MathArraysStringsDeloitte
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2
NLP3 questions · ~31 min
Handle OOV Words in GenerationMedium

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

Language ModelsWord EmbeddingsTokenizationDeloitte
Explain Transformer Self-AttentionHard

Explain how transformer self-attention works, including its role in sequence modeling and why it scales better than RNNs.

Neural NetworksLanguage ModelsDeep LearningDeloitte
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3
Generative AI & LLMs5 questions · ~52 min
Explain Self-Attention in TransformersMedium

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

Neural NetworksPrompt EngineeringDeep LearningDeloitte
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4
System Design3 questions · ~31 min
Deploy with Docker and KubernetesHard

Tests system design and deployment skills across containers, orchestration, and managed ML services.

InfrastructureFeature StoreModel ServingDeloitte
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5
Behavioral & Leadership5 questions · ~52 min
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6
More topics2 questions · ~21 min
Kubernetes in Data PipelinesEasy

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

InfrastructureToolsDeloitte
Evaluating LLMs with BLEU and ROUGEMedium

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

MetricsDeloitte
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