Senior Machine Learning Engineer, Content Platform

📋 Description

• Build next-gen content knowledge platforms and algorithms for Roku users
• Design ML models for entity matching, dedup, and Generative AI
• Develop DL models for data quality checks and visual similarity
• Implement KPI frameworks to measure model quality and performance
• Create products with exceptional user experiences, security, and reliability
• Collaborate across teams to apply AI to the content platform

🎯 Requirements

• 7+ years applying ML and GenAI at scale
• Strong CS fundamentals; design algorithms for real-world problems
• Expertise: deep generative models, transformers, tree-based methods
• NLP and Vision: BERT, GPT, CLIP, ResNet/EfficientNet
• Big data systems: Spark, EMR, Kafka, S3; Java/Scala/Python
• In-production ML: deploying Generative AI and Vision pipelines

🎁 Benefits

• Global mental health and financial wellness resources
• Healthcare, dental, and vision coverage
• Retirement plans and paid time off
• Commuter benefits and flexible leave
• Family support and personal leave options
• Reasonable accommodations for applicants