Design new deep learning based ML models to predict users’ interaction with different ad formats across Google’s various ad delivery channels. Incorporate and engineer input features from ad creatives, publisher pages/content, as well as users’ personalized ad history to improve models’ accuracy. Improve the efficiency and reliability of ML models by designing novel model architectures and adopting development and release processes. Debug and troubleshoot advertiser performance problems. Work with Product Management, UX, and partner teams to design and deliver new ad experiences. Leverage data and metrics to help evaluate product success and drive business decisions.
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