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Design A Real-Time VWAP Analytics Provider

Last updated: Jul 10, 2026

Quick Overview

Study a real-time market data system design problem for computing VWAP from high-volume trade ticks across many exchanges. The prompt covers feed handlers, canonical tick formats, stateful streaming aggregation, recovery, pub/sub fanout, and enterprise query paths.

  • medium
  • Bloomberg
  • System Design
  • Software Engineer

Design A Real-Time VWAP Analytics Provider

Company: Bloomberg

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Quick Answer: Study a real-time market data system design problem for computing VWAP from high-volume trade ticks across many exchanges. The prompt covers feed handlers, canonical tick formats, stateful streaming aggregation, recovery, pub/sub fanout, and enterprise query paths.

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|Home/System Design/Bloomberg

Design A Real-Time VWAP Analytics Provider

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Bloomberg
Jun 5, 2026, 12:00 AM
mediumSoftware EngineerTechnical ScreenSystem Design
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