Senior Software Engineer, Machine Learning at Roku
Interview Preparation Plan
As a Senior Software Engineer, Machine Learning at Roku, you will be instrumental in developing and implementing cutting-edge machine learning models to enhance user experiences and optimize streaming performance. This role involves working with large datasets, designing and deploying ML systems, and collaborating with cross-functional teams to translate complex data into actionable insights. You will be expected to contribute to areas such as recommendation systems, user behavior analysis, and improving video streaming quality. Success in this position requires a strong foundation in machine learning algorithms, statistical methods, programming languages like Python, and experience with ML frameworks. You'll leverage your expertise to drive innovation and deliver impactful solutions within Roku's dynamic environment.
Key Responsibilities
- Develop and implement machine learning models for user behavior analysis, recommendation systems, and streaming optimization.
- Design, build, and deploy scalable ML systems and pipelines.
- Collaborate with data scientists, software engineers, and product managers to translate data into actionable insights.
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