AI/ML Engineer- MLOps - UPS Digital MARTEC
IN - TDC 1 (IN110), India
INR 2500K-3000K (estimate) Mid-level Full Time
Tasks
- Automate training and retraining pipelines
- Build batch scoring pipelines
- Create CI CD ML deployment pipelines
- Deploy machine learning models into production
- Design and maintain feature stores
- Detect model drift
- Ensure feature consistency between training and inference
- Ensure reliable data refresh cycles
- Implement low latency inference workflows
- Maintain model versioning and reproducibility
- Monitor model performance in production
- Optimize data pipelines for scalability and reliability
- Orchestrate ML workflows
- Track accuracy stability and bias metrics
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Amazon Web Services | Azure | CI/CD | Cloud platform | Data Pipelines | Docker | Drift Detection | Feature Store | Google Cloud | Google Cloud Platform | Kubeflow | Kubernetes | Model Drift | Model Drift Detection | Model Monitoring | PyTorch | Python | Scikit-learn | TensorFlow | Web Services | XGBoost
Education
N/A
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