← Upstart Interview Insights

Upstart·Software Engineer·Onsite - System Design / Architecture·Senior

SeniorPrefer not to say
May 2026

Summary

System design round at Upstart, one big question about building a user registration system from scratch. Covers a lot of ground so be ready to jump between security, scaling, and product concerns in the same breath.

Questions Asked (1)

Q1

Design a user signup and registration system. Walk through the API design, data model, input validation, password storage, email/phone verification, anti-abuse measures, integration with auth and downstream services, data store choices, and how you'd handle scale and regional availability. Also discuss the failure modes you'd defend against.

System DesignAPI & IntegrationsData Modeling
Author's notes

This question is basically a gauntlet.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Start by clarifying requirements (e.g., expected scale, regional availability, compliance needs) and then walk through the design in a structured, top-down manner: API, data model, validation, security, verification, anti-abuse, integrations, storage, and scaling. Emphasize trade-offs and failure modes, showing how you'd handle edge cases and ensure reliability.

Pro tip: Proactively discuss idempotency and rate limiting early, as they are critical for preventing duplicate accounts and abuse, and demonstrate you think about production readiness from the start.

1. Clarify Requirements and Scope

Ask about expected user volume, regional requirements, compliance (e.g., GDPR, CCPA), and integration points. This ensures your design aligns with business needs and constraints.

2. Design API and Data Model

Define RESTful endpoints for signup, verification, and login. Outline the user data model with fields like email, phone, password hash, status, and timestamps, considering normalization and indexing.

3. Detail Security and Validation

Explain input validation (format, length, sanitization), password storage (bcrypt/Argon2 with salt), and verification flows (email/SMS with tokens). Include anti-abuse measures like rate limiting, CAPTCHA, and disposable email detection.

4. Address Integrations and Storage

Discuss integration with auth services (e.g., OAuth, JWT), downstream services (e.g., user profile, notifications), and data store choices (SQL for transactions, NoSQL for scale, caching).

5. Handle Scale, Availability, and Failure Modes

Describe horizontal scaling, regional deployments, data replication, and failover strategies. Enumerate failure modes (e.g., duplicate signups, verification bypass, DDoS) and mitigations.

Key Points to Mention

  • Idempotency keys for signup requests to prevent duplicate accounts
  • Password hashing with adaptive algorithms like bcrypt or Argon2, and salting
  • Rate limiting and CAPTCHA to mitigate abuse and brute-force attacks
  • Email/phone verification with time-limited tokens and retry logic
  • Database sharding or partitioning for scale, and multi-region replication for availability
  • Graceful degradation and circuit breakers for downstream service failures

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.