Software Engineer - Data Scientist
Johnson Controls India COEE1
INR 1500K-2000K (estimate) Mid-level Full Time
Tasks
- Build machine learning models for classification regression forecasting NLP
- Collaborate with data engineers on data quality and governance
- Conduct code reviews and follow ML Ops best practices
- Convert business requirements into data science problem statements
- Create retraining strategies for production models
- Deploy machine learning models on Azure Machine Learning endpoints
- Develop data pipelines for ETL and feature engineering
- Implement AI and GenAI solutions with Azure OpenAI and Cognitive Services
- Monitor model performance and detect data drift
- Track experiments and model versions with MLflow
Perks/Benefits
Skills/Tech-stack
Apache Spark | Azure Blob | Azure Blob Storage | Azure Cognitive | Azure Cognitive Services | Azure Container | Azure Container Instances | Azure Data | Azure Data Factory | Azure Data Lake | Azure Databricks | Azure DevOps | Azure Machine Learning | Azure OpenAI | Azure SQL | Azure Synapse | Azure Synapse Analytics | Blob Storage | CI/CD | Cognitive Services | Container Instances | Cosmos DB | Data Factory | Data Lake | Docker | GitHub Actions | Hugging Face | Jupyter | Kubernetes | LightGBM | MLflow | Machine Learning | Matplotlib | NumPy | Pandas | Plotly | Power BI | PySpark | PyTorch | Python | SQL | Scikit-learn | Seaborn | Synapse Analytics | TensorFlow | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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