Staff Backend Engineer – AI Algorithm Platform
Tasks
- Automate model CI CD
- Build and maintain observability
- Deploy and operate ML model pipelines on AWS
- Design asynchronous compute execution
- Design low latency synchronous processing
- Ensure platform stability, scalability, performance
- Implement API integrations
- Implement GPU management scheduling resource allocation
- Implement model versioning rollout monitoring testing
- Integrate algorithms into backend services
- Maintain code quality testing security
- Manage Kubernetes-based deployments
- Mentor engineers
- Own platform architecture
- Support mlops initiatives
- Translate research requirements into system designs
Perks/Benefits
- N/A
Skills/Tech-stack
API Integration | AWS | CI/CD | Distributed Systems | Docker | GPU scheduling | Go | Kubernetes | MLOps | Machine Learning | Model Deployment | Model Monitoring | Model Serving | Observability | Python | Ruby | Security | Testing
Education
N/A
Roles
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