3h ago
Senior Machine Learning Platform Engineer
Bengaluru, India
full-timesenior HybridStreaming Media
Tech Stack
Description
You will design, build, and scale robust distributed systems for personalized content recommendations at Roku, focusing on ML platform and infrastructure to enable seamless deployment and monitoring. Collaborate with US-based teams to translate business needs into scalable platform components.
Requirements
- 5+ years building software solutions to concrete problems
- Strong CS fundamentals and ability to write algorithms
- Proficiency in Java, Scala, Kotlin, or Python
- Experience with big data systems: Spark, Kafka, Flink, S3, AirFlow
- Familiarity with ML frameworks: Ray, PyTorch, HuggingFace, AWS Sagemaker
Responsibilities
- Design, build, and maintain scalable platform services like feature store, real-time inference, and vector DBs
- Run and monitor online A/B tests via robust platform services
- Collaborate with US-based engineering teams to build modular platform components and APIs
- Enhance the ML platform ecosystem for high developer velocity and scalability
- Contribute to onboarding and mentoring new team members
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