Machine Learning Scientist 5 - Ads Forecasting

Build supervised machine learning models that forecast Netflix ads supply, demand, and campaign delivery outcomes before campaigns run. Replace a simulation-based engine with faster, learnable models that predict reach, frequency, delivery confidence, and availability while accounting for ad-serving optimization signals. Own end-to-end modeling, feature engineering, evaluation frameworks, and production deployment in partnership with ML engineering, and clearly communicate results to technical and business stakeholders.