Design a recommendation system for Jira issues

Quick Overview

This question evaluates end-to-end ML system design competencies for recommendation services in an issue-tracking platform, covering data and labeling strategy, candidate generation and ranking, real-time serving, latency and scalability constraints, and permission-aware access control.

Design a recommendation system for Jira issues

Company: Atlassian

Role: Machine Learning Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Overview: This question evaluates end-to-end ML system design competencies for recommendation services in an issue-tracking platform, covering data and labeling strategy, candidate generation and ranking, real-time serving, latency and scalability constraints, and permission-aware access control.

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Atlassian
Oct 11, 2025
mediumMachine Learning EngineerOnsiteML System Design
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