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Senior Machine Learning Scientist (Conversion Modeling)
Roku · Austin, United States
About The Role
Join our team as a Senior Machine Learning Scientist specializing in Conversion Modeling. 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, attribution methodologies, dynamic creative generation and optimization, forecasting, yield and margin optimization, and experimentation for A/B and multivariate testing. You will also build generative models for image and video ads and stay updated on advancements in related areas.
- Appliquer des recherches de pointe et mener vos propres recherches pour développer des méthodologies novatrices.
- Construire des modèles génératifs pour générer des publicités image et vidéo.
- Rester à la pointe des avancées dans les domaines connexes.
- 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
- 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
- 8+ years of experience in applied research using statistical and deep learning techniques
- Experience in the Advertising domain
- Contributions to open-source ML projects
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