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Updated weekly · Last refresh Sep 18

PwC India AI Engineer Interview Questions

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

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1
CodingStart here. 5 questions · ~45 min
Longest Unique Substring in EnoMedium
Practice
Recently asked

Use a sliding window and hash map to find the longest substring without repeated characters in a string.

Hash TablesStringsTwo PointersPwC India
Reverse a Linked ListEasy
Practice
Recently asked

Reverse a singly linked list in place using pointer manipulation.

RecursionLinked ListsPwC India
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2
System Design13 questions · ~117 min
Design On-Device Model OptimizationMedium
Recently asked

Design an on-device ML optimization system that balances model quality, latency, memory, power, and rollout safety on mobile hardware.

InfrastructureFeature StoreModel ServingPwC India
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3
Pipelines6 questions · ~54 min
Data Quality in ML PipelinesMedium
Recently asked

Approach for maintaining high quality data across ML pipelines, from validation and reproducibility to monitoring and recovery.

monitoringData WranglingQualityPwC India
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4
Machine Learning12 questions · ~108 min
Vanishing Gradients in Deep NetworksMedium
Recently asked

Explain vanishing gradients in deep networks and how residual connections, batch normalization, and activation choice improve training.

Neural NetworksDeep LearningGradient DescentPwC India
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5
Generative AI & LLMs4 questions · ~36 min
Fix Hallucinations in RAG AnswersEasy
Recently asked

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

PwC India
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6
Model Evaluation5 questions · ~45 min
Common Model Evaluation MetricsEasy
Recently asked

Explain common machine learning evaluation metrics and when each is useful.

PrecisionAccuracyRecallPwC India
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7
More topics5 questions · ~45 min
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