Kshema General Insurance Limited | Geospatial Data Scientist
8 hours ago
About Us
Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging Technology to provide cutting edge insurance solutions to farmers.
Kshema has a pan India presence with more than 500+ employees on roles along with 500+ employees as contractors.
Job Description:
1) Create innovative insights from satellite imagery and geo-location data with a focus on large scale spatio-temporal analyses, computer vision and remote sensing, feature extraction from imagery and time series data, building complex model architectures using ML/DL techniques.
2) End-to-end system design: Data analysis, feature engineering, algorithm selection & implementation, debugging, and maintenance in production.
3) Work with a wide range of datasets such as Raster (GeoTIFF) and Vector (Shape file, GeoJson, KML) for data science analysis.
4) Processing, cleansing, and verifying the integrity of data used for analysis.
5) Creation of an automated algorithm to streamline the geospatial data processing.
6) Should work on computing satellite indices for agriculture applications.
7) Build/train models for agriculture applications like crop classification.
8) Developing novel models for crop health monitoring and crop harvest detection.
9) Suggest Data Science best practices and proper use of Code Repository and Model Repository
10) Suggest optimum infra-sizing for Data Science analysis (selection of RAM, Cores, Storage)
Requirements
1) Minimum 2 years of experience in Geospatial Data Science.
2) Bachelor’s/Master’s degree (M.Sc./M/Tech) from an accredited College or University in Computer Science, Geoinformatics/Geomatics or related field.
3) Should have experience with programming languages like Python.
4) Experience in a Deep Learning framework such as Tensorflow/Keras,Pytorch.
5) Strong proficiency with geospatial and imagery data
6) Should have experience with Geodatabase to handle spatial data in Postgres+PostGIS.
7) Proficiency in algorithm and model development, model validation, and model implementation to scale, especially with images
8) Experience in handling both vector and raster data in python.
9) Good communication skills, self-learning capabilities, must be a team player and self-motivated.
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india Kshema General Insurance Limited Full timeAbout KshemaKshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout Us Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout UsKshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout the Company - Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is...
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india Kshema General Insurance Limited Full timeAbout Kshema Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout Kshema Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout UsKshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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india Kshema General Insurance Limited Full timeAbout Us Kshema General Insurance Limited (Kshema) was established in 2018 and is India's only Digital Agri Insurance Company catering to farmers/cultivators in the Agriculture Sectors. Kshema enables cultivators with resilience from financial distress due to extreme climate events and perils through localised insurance products. Kshema is leveraging...
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