Capgemini AI Engineer Interview Questions

Tests your ability to choose and justify embedding models for domain-specific retrieval quality.

model selectionCapgemini

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

Cold StartFeature StoreModel ServingCapgemini

Assesses your system design approach for multi-agent architectures in customer-facing workflows.

multi-agent systemsCapgemini

Evaluates your understanding of retrieval methods and when to use each in production systems.

Vector SearchCapgemini

Compare when to fine-tune a foundation model versus relying on prompt engineering with a managed API.

Trade-offsPrompt Engineeringmodel fine-tuningCapgemini

Assesses how you measure and validate LLM performance with real-world constraints and metrics.

performance metricsLLM EvaluationproductionCapgemini