Data Scientist, Traffic Quality

Amazon Ads is a multi-billion dollar global business that delivers advertising experiences across Amazon's owned-and-operated properties, third-party publisher networks, and generative AI-powered shopping experiences. Within Amazon Ads, Traffic Quality is a critical pillar operating at unprecedented scale across desktop, mobile, connected TV, and emerging surfaces.

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Technical

1. How would you approach detecting anomalies or invalid traffic in large-scale advertising data?
2. Explain a machine learning algorithm suitable for classification problems in fraud or traffic quality detection.
3. How do you handle missing or noisy data in a large dataset?

Scenario

1. What would you do if you notice a sudden spike in invalid traffic metrics on a major streaming property?
2. How would you prioritize features when building a new predictive model for traffic quality?

HR

1. Tell me about a time you worked with a large dataset to solve a complex problem.
2. Why do you want to work in the Amazon Ads Traffic Quality team?

About Amazon

1. How does Amazon Ads balance advertiser value and customer experience across properties like Prime Video and Twitch?

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