27 Oct
|
Geoconsultants India Services
|
New Delhi
27 Oct
Geoconsultants India Services
New Delhi
Job highlights
Practical experience applying deep learning concepts from theory to code,evidenced by at least one significant project (internship,research,or personal portfolio). ",
Experience with hyperparameter-tuning and training models to a high level of accuracy. Bachelors degree in computer science,engineering,or related disciplines from IITs and other top-tier engineering colleges.
Responsibilities
Develop tools, APIs and pretrained models for geospatial AI
Integrate ArcGIS with popular deep learning libraries such as PyTorch
Develop foundation models for computer vision, language, location and multimodal data
Develop AI Agents / Assistants to perform various GIS tasks
Author and maintain geospatial data science samples using ArcGIS and machine learning/deep learning libraries
Curate and pre/post-process data for deep learning models and transform it into geospatial information
Perform comparative studies of various deep learning model architectures
Requirements
2 to 8 years of experience with Python, in data science and deep learning
Self-learner with coursework in and extensive knowledge of machine learning and deep learning
Expertise in one or more of the following areas:
Traditional and deep learning-based computer vision techniques with the ability to develop deep learning models for computer vision tasks (image classification, object detection, semantic and instance segmentation, GANs, super-resolution, image inpainting, and more)
Transformer models applied to computer vision and natural language processing
Expertise in 3D deep learning with Point Clouds, meshes, or Voxels with the ability to develop 3D geospatial deep learning models, such as PointCNN, MeshCNN, and more
Development of AI assistants / Agents to perform specific tasks
Building from the scratch / finetuning, multi modal foundation models
Experience with hyperparameter-tuning and training models to a high level of accuracy
Bachelors degree in computer science, engineering, or related disciplines from IITs and other top-tier engineering colleges
Existing work authorization in India
Recommended Qualifications
Experience applying deep learning to satellite or medical imagery or geospatial datasets
Familiarity with ArcGIS suite of products and concepts of GIS
Practical experience applying deep learning concepts from theory to code, evidenced by at least one significant project (internship, research, or personal portfolio)
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📌 Data Scientist Geoai New Delhi
🏢 Geoconsultants India Services
📍 New Delhi