Senior Machine Learning Scientist, Creative Generation & Personalization

What this role involves

Roku is hiring a Senior Machine Learning Scientist to work on advertising performance, focusing on creative generation and personalization. The role involves applying and conducting research on deep learning models for conversion modeling, attribution, and optimization. Candidates should have a PhD and 8+ years of experience.

Skills this posting asks for

• deep learning
• discriminative models
• generative models
• conversion modeling
• attribution
• calibration
• creative generation
• forecasting
• time series modeling
• yield optimization
• margin optimization
• a/b testing
• multivariate testing
• reinforcement learning
• optimization systems
• auction dynamics

Requirements

• 8 years of experience
• Level: senior

From the employer’s posting

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