Optimize User-and-Region Queries on a Million-Row Table

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Design an evidence-driven optimization plan for user and regional queries on a million-row table, comparing indexes, partitioning, sharding, and replication under skew and writes.

Optimize User-and-Region Queries on a Million-Row Table

Company: J.P. Morgan

Role: Software Engineer II

Category: System Design

Difficulty: medium

Interview Round: Onsite

Overview: Design an evidence-driven optimization plan for user and regional queries on a million-row table, comparing indexes, partitioning, sharding, and replication under skew and writes.

Read the full J.P. Morgan Software Engineer II interview experience this question came from

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J.P. Morgan
Aug 8, 2026
mediumSoftware Engineer IIOnsiteSystem Design
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