Senior Software Engineer, Machine Learning
Senior Software Engineer, Machine Learning
Senior Software Engineer, Machine Learning
Roku, Inc.
Roku is seeking a Senior Machine Learning Engineer for its Advertising Platform team in Bangalore. The role focuses on building and developing machine learning models to enhance ad content understanding, utilizing advanced technologies like deep learning and generative AI. The position offers the opportunity to contribute to a leading TV streaming platform and work on scalable, real-time advertising solutions.
Qualification
- Extensive experience in building complex systems using Machine Learning and Data Science
- Strong knowledge of deep learning, generative AI, and large language models
- Experience with computer vision and machine learning methodologies
- Ability to work in a fast-paced, collaborative environment
- Strong problem-solving skills and ability to work with large datasets
- Experience in productionizing machine learning models
Responsibility
- Build and develop machine learning models for content understanding of ads
- Utilize visual, audio, and textual content across multiple languages
- Develop computer vision and machine learning models/methods
- Implement deep learning models, generative AI solutions, and large language models (LLMs)
- Collaborate with software engineers and other ML engineers to productionize models
- Improve brand safety and increase revenue opportunities through ML-driven systems
- Mentor junior engineers and contribute to team knowledge sharing
