Genpact AI Engineer Interview Questions

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

18questions

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System DesignStart here. 4 questions · ~33 min

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Vector Retrieval Latency OptimizationMedium

Assesses your ability to improve retrieval latency through indexing, caching, and system tuning.

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Coding4 questions · ~33 min

Optimizing Python String ProcessingMedium

Assesses performance engineering skills for large-scale data workloads.

string manipulation

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Maximum Cumulative Weight PathHard

Tests your problem-solving skills for tree DP or traversal-based optimization.

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Behavioral & Leadership4 questions · ~33 min

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More topics6 questions · ~49 min

Assesses your understanding of when to use fine-tuning versus prompting to improve outcomes.

LLM Evaluation and Drift MonitoringMedium

Tests your ability to measure quality over time and detect model drift in production.

monitoringLLM Evaluation

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Random Forest Regression ImplementationHard

Tests your understanding of regression and your ability to implement a model using random forest methods.

Regression

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Long-Document Summarization ContextMedium

Assesses strategies for maintaining fidelity under context constraints.

context window

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