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Machine Learning Engineer for Personalization Systems
4 hours ago
The Personalization team at Spotify plays a crucial role in making music discovery easier and more enjoyable for listeners. Our team has developed innovative features such as Discover Weekly, which provides users with personalized music recommendations.
As a Senior Machine Learning Engineer on this team, you will work closely with researchers and engineers to develop and deploy machine learning models that power these features. You will be responsible for optimizing machine learning models for production use cases, ensuring they are highly efficient and scalable.
Key Responsibilities
- Collaborate with a multidisciplinary team to design and build efficient serving infrastructure for machine learning models
- Optimize machine learning models in Pytorch or other libraries for real-time serving and production applications
- Lead the effort to transition machine learning models from research and development into production
- Build and maintain scalable Kubernetes clusters to manage and deploy machine learning models
- Implement and monitor logging metrics, diagnose infrastructure issues, and contribute to an on-call schedule to maintain production stability
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