Design a large-scale Inventory Management Platform

Last updated: October 18, 2025

Quick Overview

Design a event-driven inventory management system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Mastercard
System Design
Software Engineer
Mastercard
October 18, 2025
Software Engineer
Technical Screen
System Design
Easy

34

9

4,354 solved


Design a event-driven inventory management system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

This is a common system design question asked during Technical Screen at Mastercard. 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. Mastercard values engineers who can think about scalability from day one.

What the Interviewer Expects
  • Clearly define functional and non-functional requirements
  • Propose a reasonable high-level architecture with core components
  • Choose appropriate data storage solutions with basic justification
  • Discuss basic scaling strategies (horizontal scaling, caching)
  • Identify potential bottlenecks and suggest simple solutions
Key Topics to Cover
Load balancing and horizontal scaling
Monitoring, logging, and alerting
Failure handling and fault tolerance
Consistency models and replication
API design and rate limiting
Security and authentication
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
  • How would you optimize costs as the system scales?
  • What would the deployment pipeline look like for this system?
  • How would you handle schema migrations with zero downtime?
  • What happens if one of your database nodes goes down?
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Sample Answer
Requirements

Functional Requirements

  1. Inventory Tracking: The system must track inventory levels in real-time across multiple locations and warehouses.
  2. Event-Driven Updates: Changes in inventory (...
Capacity Estimation

To estimate the capacity needed for the inventory management system:

  • Daily Requests: Assume 10 million requests per day, which translates to approximately 115 requests per second (10,000,000 / 8...

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