Grainger Applied Scientist Interview Questions
The questions to prepare for a Grainger Applied Scientist interview. Questions from real interview reports rank first. Updated weekly.
Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.
GraingerTests performance engineering for ML inference in production systems.
GraingerTests window function knowledge and time-series metric computation in SQL.
GraingerTests query optimization techniques for large-scale relational data.
GraingerCalculate the monthly spending trends for customers using window functions and joins.
The Home Depot
Aviso
World Wide TechnologyFind the top 3 customers in each region by transaction volume using joins, aggregation, and window ranking.
JPMorganChase
Silicon Valley Bank
NaviUse a CTE, joins, and RANK() to find the top 2 clients by revenue for each product from completed 2024 orders.
Google
Publicis Groupe
RTXTests ML techniques for imbalanced multi-class classification with sparse labels.
GraingerTests deep NLP architecture understanding and practical fine-tuning for ranking relevance.
GraingerTests evaluation design for ranking under limited labels and reliance on proxies.
GraingerTests understanding of NLP representation methods for domain text.
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