Develop ML models using Python and frameworks like scikit-learn, XGBoost, LightGBM
Implement feature engineering pipelines and preprocessing steps
Build and maintain data analysis workflows using Pandas / NumPy / Jupyter notebooks
Create data visualizations with matplotlib, seaborn, or Tableau
Work with SQL databases for data retrieval and integration
Collaborate in Agile teams and participate in model evaluation and validation
Required Technical Expertise
Python (3+ years)
Cloud ML services exposure
ML frameworks (scikit-learn, XGBoost, LightGBM)
Data visualization (matplotlib, seaborn, Tableau)
Pandas/NumPy
Jupyter notebooks
SQL
Agile methodology