Data Scientist, Traffic Quality

Amazon Ads delivers advertising experiences across Amazon's owned-and-operated properties like Prime Video, Twitch, Fire TV, and Amazon.com. The Traffic Quality team operates within this business as a critical pillar.

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Technical

1. How do you handle missing or noisy data in large datasets?
2. Explain the difference between L1 and L2 regularization in machine learning models.
3. How would you design a metric to detect fraudulent or low-quality traffic in advertising?

Scenario

1. What would you do if a machine learning model's performance suddenly drops in production?
2. How would you prioritize features when building a traffic quality classification model under a tight deadline?

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 specifically in the advertising data science domain?

About Amazon Ads

1. How does Amazon Ads leverage generative AI to enhance advertising experiences across its properties?

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