Design a Personalized Feed and Compare Ranking Objectives

Quick Overview

Design a personalized professional feed across data, features, and serving, and compare pointwise, pairwise, and listwise learning-to-rank approaches.

Design a Personalized Feed and Compare Ranking Objectives

Company: LinkedIn

Role: Machine Learning Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: Design a personalized professional feed across data, features, and serving, and compare pointwise, pairwise, and listwise learning-to-rank approaches.

LinkedIn logo
LinkedIn
Sep 9, 2026
mediumMachine Learning EngineerTechnical ScreenML System Design
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