Capgemini Engineering Data Scientist Interview Questions
The questions to prepare for a Capgemini Engineering Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Calculate the monthly spending trends for customers using window functions and joins.
Capgemini EngineeringAggregate Resideo Smart Home purchases by date and calculate each customer's cumulative spending with a window function.
ResideoCapgemini EngineeringUse a CTE, date filtering, joins, and HAVING to find Capgemini customers with more than three recent purchases.
Capgemini EngineeringDesign a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.
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Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.
Capgemini EngineeringReason about sample size, power, and minimum detectable effect before launching an experiment.
Capgemini EngineeringDesign an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.
Capgemini EngineeringDefine a practical framework for selecting a north star, supporting KPIs, and leading indicators for a new product feature.
Capgemini EngineeringA framework for prioritizing AI product features based on user value, feasibility, evaluation quality, and trade-offs.
Capgemini EngineeringEvaluates your end-to-end thinking for data ingestion, transformation, and ML readiness.
Capgemini Engineering