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This is a easy difficulty Machine Learning question, commonly asked during Technical Screen rounds at Meta.

What role is this question designed for?

This question is commonly asked for Data Scientist candidates at Meta during technical interviews.

How would you design a Shop Ads ranking algorithm?

Last updated: Mar 29, 2026

Quick Overview

This question evaluates a candidate's understanding of machine learning-driven ad ranking, auction mechanics, multi-stakeholder objective formulation, predictive modeling for CTR/CVR/value, and measurement challenges such as delayed feedback, selection bias, and fairness in online advertising.

easy
Meta
Machine Learning
Data Scientist

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How would you design a Shop Ads ranking algorithm?

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