Senior Machine Learning Scientist, Conversion Modeling

What this role involves

The role focuses on developing novel machine learning methodologies for conversion modeling in advertising, including generative models for image and video ads. It requires a PhD in a quantitative field and 8+ years of applied research experience. The position is within the Advertising Performance group at Roku.

Skills this posting asks for

• deep learning
• statistics
• generative models
• reinforcement learning
• attribution modeling
• calibration
• forecasting
• time series modeling
• optimization
• experimentation
• a/b testing
• multivariate testing
• computer vision
• nlp
• distributed systems
• machine learning
• artificial intelligence
• control systems
• auction dynamics
• python
• pytorch
• tensorflow
• open source ml

Requirements

• 8 years of experience
• Level: senior

From the employer’s posting

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