Staff Applied Scientist, Deep Learning Forecasting

The Trade Desk is a global technology company and the world’s leading independent platform for digital advertising. They are seeking a Staff Applied Scientist specializing in Deep Learning Forecasting to develop and implement forecasting models, working closely with engineering teams throughout the product lifecycle.

Responsibilities:

• Develop ML/deep learning based models end-to-end to support various forecasting need throughout advertising campaign life cycle, including working on signal collection, feature construction, model evaluation and monitoring
• Collaborate with engineer team on signal collection pipeline and model training, deployment and monitoring processes
• Collaborate with downstream team to understand their forecasting needs and design appropriate models
• Design offline and online model success metrics and use data to drive iterative model improvement