Senior Machine learning Engineer
bangalore, India
INR 4000K-5500K (estimate) Senior-level Full Time
Tasks
- Architect high performance multimodal data loaders
- Build CI pipelines with GitHub Workflows
- Build deep learning infrastructure lifecycle
- Build scalable evaluation pipelines for edge devices
- Create KPI dashboards with Grafana
- Implement dataset update strategies for deltas
- Maintain and scale Kubernetes clusters for training and inference
- Manage Azure Blob Storage and VNET setup
- Manage dependency updates for ML and system security
- Modernize data pipelines with Ray and Kubernetes
- Optimize data ingestion using PyArrow and SQL
- Run code reviews and enforce software architecture standards
- Set up observability stack with Prometheus
- Support model compression experiments and on target verification
Perks/Benefits
- N/A
Skills/Tech-stack
Azure | Azure Blob | Azure Blob Storage | Azure ML | Blob Storage | CI/CD | Data Engineering | Docker | GitHub Actions | Grafana | Grafana dashboards | Kubernetes | Learning operations | Machine Learning | Machine Learning Operations | Prometheus | PyArrow | PyTorch | Python | QNN | Ray | SQL | VNet
Education
Language: en
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