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Senior Machine Learning Scientist (Conversion Modeling)

Roku · Austin, United States

External listingfull-time2 months ago

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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