Senior Machine learning Engineer
Tasks
- Architect multimodal data loaders
- Build deep learning infrastructure
- Build evaluation pipelines for edge devices
- Design CI pipelines with GitHub Workflows
- Implement dataset delta updates
- Maintain secure software dependency updates
- Manage Azure Blob Storage integration
- Monitor system metrics with Grafana
- Optimize compute clusters
- Optimize data pipelines with Ray
- Perform code reviews and enforce architecture standards
- Set up hybrid Kubernetes clusters
- Support model compression experiments
- Use PyArrow and SQL for data consumption
- Verify on target performance
Perks/Benefits
- N/A
Skills/Tech-stack
Azure | Azure ML | Azure Storage | CI/CD | Data loading | Data loading optimization | Dataset versioning | Docker | GPU Training | GitHub Actions | Grafana | Kubernetes | Loading Optimization | Multimodal Learning | Object-Oriented | Object-oriented programming | Prometheus | PyArrow | PyTorch | Python | Ray | SQL | VNet
Education
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