Architect a scalable Authentication Engine

Last updated: June 2, 2026

Quick Overview

Design a scalable authentication system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Scale AI
Software Engineering Fundamentals
Software Engineer
Scale AI
June 2, 2026
Software Engineer
Onsite
Software Engineering Fundamentals
Hard

11

4

206 solved


Design a scalable authentication system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Scale AI asks this during the Onsite to assess your depth in software engineering. They want to see understanding of design patterns, system architecture, and the trade-offs involved in different technical approaches.

What the Interviewer Expects
  • Design a complex system component applying multiple engineering principles
  • Reason about system-level trade-offs: performance, reliability, developer experience
  • Discuss advanced patterns: event sourcing, CQRS, distributed transactions
  • Address cross-cutting concerns: observability, security, backward compatibility
  • Demonstrate depth in both theoretical foundations and practical implementation
Key Topics to Cover
SOLID principles
System observability and debugging
Performance optimization
Code review best practices
How to Approach This
  1. Apply SOLID principles. Single Responsibility makes code testable, Open/Closed makes it extensible.
  2. Choose data structures based on access patterns, not familiarity.
  3. Prefer immutable data and message passing over shared mutable state for concurrency.
  4. Design APIs with RESTful conventions, versioning, meaningful errors, and pagination from day one.
Possible Follow-up Questions
  • How would you document this for other engineers?
  • What testing strategy would you use for this component?
  • What are the security implications of this design?
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Sample Answer
Core Design Principles

For the scalable Authentication Engine, the key design principles are:

  1. SOLID Principles: These guidelines help create a robust and maintainable system. For example, the Single Responsibility P...
Architectural Approach

The architecture for the Authentication Engine will be microservices-based to ensure scalability and maintainability. Key components include:

  1. API Gateway: Serves as the entry point for all aut...

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