Staff Software Engineer - Machine Learning Platform
Tasks
- Build machine learning platform services
- Collaborate with data scientists on workflows
- Contribute to technical product roadmap
- Create and maintain documentation
- Develop training pipelines
- Enhance platform scalability reliability operability
- Implement experiment tracking
- Improve feature management
- Improve observability and monitoring
- Lead design reviews and code reviews
- Maintain model serving infrastructure
- Manage model registry
- Participate in on-call support rotation
- Reduce operational toil
- Set up model monitoring
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Apache Airflow | Apache Flink | Apache Kafka | Apache Spark | CI/CD | Cloud platform | Code review | Distributed Systems | Google Cloud | Google Cloud Platform | Infrastructure as Code | Kubernetes | MLflow | Monitoring | Observability | Python | Software Architecture | Terraform | Testing | “as-code”
Education
N/A
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