Responsibilities include designing, developing, and deploying machine learning models for ads targeting and ranking; building sophisticated ML solutions such as identity graphs to enhance ad targeting; building and optimizing ad ranking models to serve the most effective ads based on campaign objectives (e.g., app installs, link clicks); improving ads targeting and ranking by leveraging both on-platform and off-platform signals; collaborating cross-functionally with product, engineering, and business teams to define and execute the Ads ML roadmap; scaling our ML infrastructure to support an increasing number of concurrent ad campaigns while ensuring low-latency decision-making; and driving research and implementation of state-of-the-art ML techniques in online advertising.

What you should have: 5+ years of experience as a Machine Learning Engineer or Data Scientist; 3+ years of experience specifically in Ads ML (ads ranking, personalization, optimization, privacy-compliant user modeling, targeting, or measurement); strong proficiency in Python and familiarity with deep learning frameworks such as PyTorch or TensorFlow; experience with applied deep learning (e.g., transforme

Responsibilities include designing, developing, and deploying machine learning models for ads targeting and ranking; building sophisticated ML solutions such as identity graphs to enhance ad targeting; building and optimizing ad ranking models to serve the most effective ads based on campaign objectives (e.g., app installs, link clicks); improving ads targeting and ranking by leveraging both on-platform and off-platform signals; collaborating cross-functionally with product, engineering, and business teams to define and execute the Ads ML roadmap; scaling our ML infrastructure to support an increasing number of concurrent ad campaigns while ensuring low-latency decision-making; and driving research and implementation of state-of-the-art ML techniques in online advertising.

What you should have: 5+ years of experience as a Machine Learning Engineer or Data Scientist; 3+ years of experience specifically in Ads ML (ads ranking, personalization, optimization, privacy-compliant user modeling, targeting, or measurement); strong proficiency in Python and familiarity with deep learning frameworks such as PyTorch or TensorFlow; experience with applied deep learning (e.g., transforme