Senior Geospatial Data Scientist

4 weeks ago


BangaloreHyderabadChennai, India VY Systems Pvt Ltd. Full time

About the Role:

VY Systems Pvt Ltd. is seeking a highly skilled Senior Geospatial Data Scientist to join our team. As a key member of our data science team, you will be responsible for developing and implementing machine learning models for land cover classification, trend analysis, and fire risk prediction from geospatial data.

Key Responsibilities:

  • Design and implement geospatial machine learning algorithms using frameworks like TensorFlow, PyTorch, and scikit-learn.
  • Perform hyperparameter tuning, model selection, and validation using SageMaker's built-in capabilities and custom scripts.
  • Develop and implement models to calculate vegetation indices (e.g., NDVI, EVI) and perform temporal analysis for trend detection in vegetation and soil moisture.
  • Manage large-scale geospatial datasets and perform data integration, cleaning, and transforming using tools like GDAL, Shapely, and Geopandas.
  • Generate STAC (spatio-temporal asset catalog) documents to ensure data discoverability and interoperability.
  • Ensure version control and reproducibility of models using AWS Code Commit and Code Artifact.
  • Deploy SageMaker endpoints for real-time and batch inference, using Docker and Kubernetes for containerization and orchestration of ML workloads.


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