Geospatial Solutions Developer

1 day ago

Ghaziabad, Uttar Pradesh, India beBeeGeospatial Full time ₹ 80,00,000 - ₹ 1,20,00,000

Job Description

We are seeking an experienced Geospatial Data Science Engineer to join our team. As a key member of our organization, you will play a critical role in developing and delivering innovative geospatial solutions for our customers.

Our ideal candidate will have a strong background in machine learning, data science, and AI, with expertise in Python, PyTorch, and Jupyter Notebooks. They will be responsible for conceptualizing and developing solutions using ESRI products, working closely with customers to understand their needs, and representing the organization at conferences and forums.

The successful candidate will have a proven track record of building high-quality analytics systems that solve business problems using techniques from data mining, statistics, and machine learning. They will also have experience with feature engineering, model selection, and hyperparameter optimization, as well as integrating ArcGIS with popular deep learning libraries such as PyTorch.

Required Skills and Qualifications

  • 5+ years of practical machine learning experience or applicable academic/lab work
  • Proven data science and AI skills with Python, PyTorch, and Jupyter Notebooks
  • Experience in building and optimizing supervised and unsupervised machine learning models, including deep learning and various other modern data science techniques
  • 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)
  • Convolutional neural networks such as VGG, ResNet, Faster R-CNN, Mask R-CNN, and others
  • Transformer models applied to computer vision
  • 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
  • A fundamental understanding of mathematical and machine learning concepts such as calculus, back propagation, ReLU, Bayes' theorem, Random Forests, time series analysis, etc
  • Experience with applied statistics concepts
  • Ability to perform data extraction, transformation, loading from multiple sources and sinks
  • Experience in data visualization in Jupyter Notebooks using matplotlib and other libraries
  • Experience with hyperparameter-tuning and training models to a high level of accuracy
  • Experience in LLMs is preferred.
  • Self-motivated, life-long learner

Benefits

  • Master's degree in RS, GIS, Geoinformatics, or a related field with knowledge of RS & GIS
  • Knowledge and experience of ESRI products like ArcGIS Pro, ArcGIS Online, ArcGIS Enterprise, etc
  • Experience with Image analysis and Image processing techniques in SAR, Multispectral and Hyperspectral imagery.
  • Strong communication skills, including to non-technical audiences
  • Should have strong Python coding skills
  • Should be open to travel and ready to work at client side (India)

Others

This is an exciting opportunity to work with a leading organization in the field of geospatial data science. If you are passionate about geospatial technology and have the skills and qualifications we are looking for, please submit your application.

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