Apppllp VO Coding Interview: Talent Listings Service for Multi-Board Profile Publishing

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Imagine you work at a recruitment company and are asked to develop a talent listings service designed to fan out user profiles seeking employment by publishing them across multiple job boards, like Indeed and LinkedIn.

Build a system that enables users to manage their profiles and publish them on various job boards.

Goal / Scope

Build a talent listings service where job seekers manage a profile and publish it to multiple external job boards.

Users & Actors

  • Job Seeker: creates or updates a profile, chooses boards, publishes or unpublishes
  • Recruiter / Company Admin: configures job-board connectors, views publishing health
  • External Job Boards: third-party APIs or webhooks

Core Use Cases

  • Create profile
  • Preview profile
  • Publish to selected boards
  • Update sync
  • Unpublish
  • View status and errors
  • Retry failed publishing

Assumptions

  • High read traffic for profile previews
  • Publishing is async
  • External APIs are rate-limited and occasionally flaky

Out of Scope

  • Matching or ranking candidates
  • Messaging or chat
  • Payments
  • A full ATS

This problem is a system design exercise for a talent listings platform that lets users manage a profile and publish it asynchronously to multiple external job boards such as Indeed and LinkedIn. The main concerns are not algorithms, but scalability and reliability: storing profile metadata separately from media, using a queue for fan-out publishing, partitioning by profileId to preserve ordering, and enforcing idempotency with keys and retry-safe consumers to handle flaky, rate-limited APIs. A strong solution should clearly describe the profile service, publish pipeline, connector layer, retries, and failure tracking.

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