Staff Software Engineer - Machine Learning Platform
Tasks
- Build and maintain machine learning platform services
- Collaborate with data scientists on workflows and requirements
- Conduct design reviews and code reviews and improve documentation
- Contribute to technical roadmap discovery spikes and architecture decisions
- Develop and maintain model-serving infrastructure
- Develop training pipelines
- Enhance platform scalability reliability and operability
- Implement experiment tracking
- Improve model monitoring
- Improve observability and monitoring across model lifecycle
- Maintain model registry
- Manage feature management
- Participate in on-call and support rotation
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Apache Airflow | Apache Flink | Apache Kafka | Apache Spark | Cloud platform | Continuous Deployment | Continuous Integration and Continuous Deployment | Continuous integration | Distributed Systems | Google Cloud | Google Cloud Platform | Kubernetes | MLflow | Monitoring | Observability | Python | Terraform | Testing
Education
N/A
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