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 a PhD in a quantitative discipline, published papers on deep learning models for advertising, and 8+ years of experience in applied research using statistical and deep learning techniques.

Missions

• Appliquer la recherche et mener vos propres recherches pour développer de nouvelles méthodologies 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.

Profil recherché

- PhD in a quantitative discipline such as CS, Statistics, Applied Math or a related field

- Published paper(s) on deep learning models for Advertising or related areas

- Excellent communication and collaboration skills

- 8+ years of experience in applied research using statistical and deep learning techniques

- Experience in the Advertising domain

- Contributions to open-source ML projects