Geospatial Data Scientist Job at Esri in New Delhi, Delhi
Our team develops tools, APIs, and AI models for geospatial analysts and data scientists, enabling them to leverage the latest research in spatial data science, AI, and deep learning and solve challenging problems.
As a geospatial data scientist, you will help us create Jupyter notebooks showcasing geospatial data science workflows and train AI models for geospatial imagery. If you are passionate about applying the latest AI and deep learning techniques to remote sensing and GIS and love performing geospatial analysis using Python and notebooks, this is the place to be!
Train and deliver deep learning models and tools to extract roads and building footprints/centroids or detect objects in satellite/aerial and oriented imagery
Curate, prepare, and pre-process necessary datasets including remotely sensed imagery and feature datasets
Develop post-processing workflows, tools, models, and scripts
Annotate, label, and correct initial and intermediate inputs to train deep learning models
Write specifications for geospatial AI workflows and define what the solution should do
Validate deep learning and geospatial analysis models, tools, and Python APIs
Author and maintain geospatial data science sample notebooks using ArcGIS API for Python and other open source spatial analysis and deep learning libraries
2+ years of industry experience with geospatial analysis using ArcGIS Enterprise, ArcGIS Online, ArcGIS Pro, or other geospatial technology
Proven geospatial data science and AI skills with Python and Jupyter Notebook
Familiarity with Python libraries such as pandas, scikit-learn, gdal, shapely, rasterio, etc.
Familiarity with deep learning libraries such as PyTorch, Keras, or Tensorflow
Fundamental understanding of machine learning and deep learning
Knowledge of remote sensing concepts and experience handling geospatial datasets including satellite imagery, 3D point clouds/meshes, LiDAR, and other geospatial datasets
Bachelor’s, master’s or PhD in GIS, geoinformatics, geography, engineering, computer science, math, or related disciplines
Familiarity with software testing, unit testing, and test automation
Excellent written communication skills and experience writing technical blogs
Industry experience in software development or geospatial analysis
Familiarity with Google Earth Engine, GBDX, AWS Sagemaker, or other cloud-based geospatial analysis/AI technologies
Company Location: New Delhi, Delhi