Sr. ML Engineer
Bengaluru, KA, India
INR 2000K-4500K (estimate) Senior-level Full Time
Tasks
- Analyze model errors and improve performance
- Architect data pipelines on prem cloud and hybrid
- Automate data and ML workflows
- Build MLOps on Azure
- Build machine learning and deep learning models
- Clean and validate data
- Containerize and version ML models
- Deploy machine learning models to production
- Design validation strategies
- Develop end-to-end machine learning lifecycle
- Engineer features and preprocessing pipelines
- Monitor model quality in production
- Orchestrate ML workflows
- Run code refactoring and optimization
- Train and tune model hyperparameters
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Airflow | Argo | Azure | Azure Functions | Cosmos DB | Data Augmentation | Data Pipelines | Data Validation | Data cleaning | Deep learning | Docker | Feature Engineering | Hyperparameter Tuning | IoT messaging | Keras | Kubeflow | Kubernetes | MLOps | Machine Learning | Object-Oriented | Object-oriented programming | PyTorch | Python | Streaming Analytics | TensorFlow
Education
N/A
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