Senior Machine Learning Scientist, Conversion Modeling

What this role involves

Roku is seeking a Senior Machine Learning Scientist to work on conversion modeling and advertising optimization. The role involves applying state-of-the-art research to develop novel methodologies for generative models, attribution, forecasting, and experimentation. The candidate should have strong technical leadership and deep experience in deep learning.

Skills this posting asks for

• machine learning
• deep learning
• reinforcement learning
• generative models
• discriminative models
• conversion modeling
• attribution
• calibration
• dynamic creative generation
• forecasting
• time series modeling
• yield optimization
• margin optimization
• experimentation
• a/b testing
• multivariate testing
• computer vision
• image generation
• video generation
• optimization
• auction dynamics

Requirements

• Level: senior

From the employer’s posting

Teamwork makes the stream work.   Roku is changing how the world watches TV Roku is th…