Design a Email for Jane Street

Last updated: February 19, 2026

Quick Overview

Design a real-time email system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Jane Street
System Design
Software Engineer
Jane Street
February 19, 2026
Software Engineer
Onsite
System Design
Hard

1

9

3,399 solved


Design a real-time email system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

This is a common system design question asked during Onsite at Jane Street. The interviewer expects you to demonstrate your ability to design large-scale distributed systems, make well-reasoned trade-offs, and communicate your thought process clearly. Jane Street values engineers who can think about scalability from day one.

What the Interviewer Expects
  • Drive the design discussion proactively with minimal interviewer guidance
  • Perform detailed capacity estimation and use it to inform design decisions
  • Design for global scale with multi-region deployment and data consistency
  • Deep dive into 2-3 critical components with implementation-level detail
  • Address complex trade-offs: CAP theorem, eventual consistency, conflict resolution
  • Discuss operational excellence: deployment strategy, chaos engineering, SLOs/SLIs
  • Propose a phased rollout plan from MVP to full-scale system
Key Topics to Cover
Partitioning and sharding strategies
Requirements gathering and capacity estimation
High-level architecture and component design
Failure handling and fault tolerance
Message queues and async processing
How to Approach This
  1. Start by clarifying functional and non-functional requirements with the interviewer.
  2. Estimate the scale: QPS, storage, bandwidth. This drives your design decisions.
  3. Draw a high-level architecture first, then deep dive into 1-2 critical components.
  4. Discuss trade-offs explicitly (e.g., consistency vs availability, SQL vs NoSQL).
  5. Address failure scenarios, monitoring, and how the system handles 10x traffic spikes.
Possible Follow-up Questions
  • What happens if one of your database nodes goes down?
  • What monitoring and alerting would you set up on day one?
  • How would you optimize costs as the system scales?
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Sample Answer
Requirements
  • Functional Requirements:
    • Users must be able to send and receive emails in real-time.
    • Support for attachments (up to 25MB).
    • Search functionality for emails using various filters (date...
Capacity Estimation

Assuming Jane Street has approximately 10,000 active users globally:

  • Email Volume:
    • Average 50 emails per user per day = 500,000 emails per day.
    • Peak load during trading hours can spike ...

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