Design Jira bug-to-team classification system

Quick Overview

This question evaluates skills in machine learning system design, including supervised classification, feature extraction from textual and log data, labeling strategy from historical assignments, human-in-the-loop routing, and customer-facing reporting.

Design Jira bug-to-team classification system

Company: Atlassian

Role: Machine Learning Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Overview: This question evaluates skills in machine learning system design, including supervised classification, feature extraction from textual and log data, labeling strategy from historical assignments, human-in-the-loop routing, and customer-facing reporting.

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Atlassian
Jan 22, 2026
mediumMachine Learning EngineerOnsiteML System Design
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