Staff Machine Learning Engineer, Ads Forecasting & Scenarios

About this role

📋 Description Lead forecasting and scenario modeling. Translate advertiser questions into models of delivery Connect inventory, demand, and response. Combine forecasts of available advertising opportunities Estimate outcomes under alternative choices. Develop models that account for changes in budget Quantify unrealized opportunity. Incorporate creative-performance estimates from partner teams to Build models that generalize.

Apply probabilistic forecasting, multitask learning, transfer Establish trustworthy comparisons. Evaluate numerical accuracy, calibration, uncertainty, and 🎯 Requirements A track record of developing and shipping predictive ML systems in advertising, marketplaces Strong foundations in statistical learning, probability, and optimization, with experience modeling Depth in one or more relevant areas: probabilistic or hierarchical forecasting, calibrated Strong judgment in evaluation, including temporal validation, calibration, segment-level Experience addressing sparse observations, cold start, seasonality, distribution shift, selection Strong programming and software engineering skills, including experience building and operating 🎁 Benefits Comprehensive Healthcare Benefits and Income Replacement Programs 401k with Employer Match Global Benefit programs that fit your lifestyle, from workspace to professional development to Family Planning Support Gender-Affirming Care Mental Health & Coaching Benefits

Source listing: empllo_remote