Design hashtag recommender with cold start

Quick Overview

This question evaluates expertise in recommender-system design, feature engineering, ranking and learning-to-rank models, cold-start strategies, evaluation and debiasing techniques, and operational concerns like latency, memory, interpretability, and safety guardrails.

Design hashtag recommender with cold start

Company: Meta

Role: Data Scientist

Category: Machine Learning

Difficulty: hard

Interview Round: Onsite

Overview: This question evaluates expertise in recommender-system design, feature engineering, ranking and learning-to-rank models, cold-start strategies, evaluation and debiasing techniques, and operational concerns like latency, memory, interpretability, and safety guardrails.

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Oct 13, 2025
hardData ScientistOnsiteMachine Learning
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