Design a Skills inference system
Company: LinkedIn
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates the ability to design an end-to-end machine learning system for skills inference, including data source integration, labeling strategy, taxonomy normalization, model training and evaluation metrics, serving architecture, and monitoring.
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