Tech Stack

Description

You will build and evolve a state-of-the-art Machine Learning Platform at Roku, tackling challenging problems in advertising such as conversion modeling, dynamic creative optimization, forecasting, and experimentation. Your work will power real-time multi-objective optimization at scale.

Requirements

• Strong experience with modern large-scale ML platforms
• Solid grasp of core statistical techniques
• Deep experience in SOTA Deep Learning discriminative and generative models

Responsibilities

• Build and evolve a SOTA Machine Learning Platform from feature generation to real-time inferencing
• Optimize and deploy complex models at large scale with low latencies
• Apply ML/DL to conversion modeling, attribution, calibration, dynamic creative generation, forecasting, yield optimization