Senior ML Backend Engineer
Tasks
- Build machine learning infrastructure
- Collaborate with researchers to productionize models
- Contribute to ML architecture decisions
- Create observability for ML systems
- Deploy machine learning models
- Design ML training and evaluation workflows
- Develop machine learning pipelines
- Ensure data reproducibility
- Implement Model Risk Management
- Implement automation for ML workflows
- Implement model governance
- Integrate new ML platforms
- Integrate new data sources
- Maintain machine learning infrastructure
- Manage data lineage
- Monitor machine learning models
- Support cloud native ML operations
Perks/Benefits
Skills/Tech-stack
Automated Workflows | CI_CD | Cloud Computing | Containerization | Data Lineage | Data reproducibility | Deep learning | Distributed Computing | Docker | Experiment tracking | Kubernetes | LLM | MLOps | Machine Learning | Model Governance | Model Monitoring | Model Risk Management | Model risk | Observability | Python | Risk Management | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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