Senior Machine Learning Scientist (Creative Generation & Personalization)

Join Roku's Advertising Performance group as a Senior Machine Learning Scientist. In this role, you will apply state-of-the-art research and conduct your own research to develop novel methodologies for various advertising-related challenges. You will work on conversion modeling, dynamic creative generation and optimization, forecasting, yield and margin optimization, and experimentation for A/B and multivariate testing. The ideal candidate will have 8+ years of experience in applied research using statistical and deep learning techniques, a PhD in a quantitative discipline, and experience in the advertising domain.

• Appliquer des recherches et mener vos propres recherches pour développer des méthodologies novatrices afin de résoudre une grande variété de problèmes complexes liés à la publicité.
• Construire des modèles génératifs pour générer des publicités image et vidéo visant à optimiser les performances.
• Rester à la pointe des avancées dans les domaines connexes et contribuer à l'évolution continue de la plateforme d'apprentissage automatique.
• We’re looking for a strong technical leader with a solid grasp of core statistical techniques and deep experience in SOTA Deep Learning discriminative and generative models
• 8+ years of experience in applied research using statistical and deep learning techniques
• Published paper(s) on deep learning models for Advertising or related areas
• PhD in a quantitative discipline such as CS, Statistics, Applied Math or a related field
• Excellent communication and collaboration skills
• Experience in the Advertising domain
• Contributions to open-source ML projects