Geospatial Data Scientist
19 hours ago
Kshema General Insurance Limited, a pioneering Digital Agri Insurance Company in India, seeks an exceptional Geospatial Data Scientist - Spatial Insights Expert to join our team.
About Us:
Kshema was established in 2018 with a mission to empower farmers through localized insurance products. We leverage technology to provide cutting-edge solutions, enabling cultivators to build resilience against financial distress due to extreme climate events and perils.
Job Overview:
We are looking for a skilled professional to lead our geospatial data science efforts. As a Geospatial Data Scientist - Spatial Insights Expert, you will create innovative insights from satellite imagery and geo-location data, driving business growth and informing strategic decisions.
Key Responsibilities:
1. Develop complex model architectures using machine learning and deep learning techniques to extract valuable insights from large-scale spatio-temporal analyses.
2. Design and implement end-to-end systems for data analysis, feature engineering, algorithm selection, debugging, and maintenance in production environments.
3. Work with various datasets, including Raster (GeoTIFF) and Vector (Shape file, GeoJson, KML), for data science analysis and processing.
4. Ensure data integrity by processing, cleansing, and verifying the quality of data used for analysis.
5. Create automated algorithms to streamline geospatial data processing and improve efficiency.
6. Compute satellite indices for agriculture applications, such as crop classification and monitoring.
7. Build and train models for agriculture applications, like crop health monitoring and harvest detection.
8. Suggest data science best practices and proper use of code repositories and model repositories.
9. Recommend optimal infrastructure sizing for data science analysis, including RAM, cores, and storage requirements.
Requirements:
1. Minimum 2 years of experience in geospatial data science.
2. Bachelor's/Master's degree in Computer Science, Geoinformatics/Geomatics, or a related field from an accredited institution.
3. Proficiency in programming languages like Python and experience with deep learning frameworks such as TensorFlow/Keras, PyTorch.
4. Strong proficiency with geospatial and imagery data handling and experience with Geodatabase management in Postgres+PostGIS.
5. Excellent communication skills, self-learning capabilities, and a team player attitude.
What We Offer:
Kshema provides a dynamic work environment, opportunities for growth and development, and a competitive salary package.
Salary:
Rupees 15,00,000 - 25,00,000 per annum.
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