Tech Stack

Description

As a Senior ML Engineer on the Advertising Platform team, you will build and productionize machine learning models to improve ad relevance, brand safety, and revenue opportunities on Roku's streaming platform. You will develop deep learning models for content understanding, work with cross-functional teams to deliver end-to-end solutions, and drive the ML strategy for ad serving.

Requirements

• 6+ years building models for business application
• Master's degree (or higher) in CS, CE, ML or related field with 4+ years experience
• Strong CS fundamentals and algorithmic skills
• Experience developing deep learning algorithms, especially computer vision
• Understanding of data science and ML fundamentals (regression, classification, neural networks, NLP)

Responsibilities

• Develop scalable ML models and optimization strategies for ad business problems
• Run A/B experiments and perform statistical analysis
• Deliver end-to-end ML solutions into production with software engineers
• Improve scalability, efficiency, and automation of ML-driven ad serving systems
• Partner with senior stakeholders to plan and drive ML strategy for ad serving