Geospatial Data Science Leader

6 days ago

Noida, Uttar Pradesh, India beBeeDataScience Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Job Title:

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Geospatial Data Science Professional

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Job Description:

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We are seeking a highly skilled Geospatial Data Science professional to join our team. The successful candidate will have 5+ years of experience in practical machine learning, with proven data science and AI skills using Python, PyTorch, and Jupyter Notebooks.

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Key Responsibilities:

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  • Consult closely with customers to understand their needs and develop tailored solutions.
  • Develop high-quality analytics systems that solve complex business problems using techniques from data mining, statistics, and machine learning.
  • Build and optimize supervised and unsupervised machine learning models, including deep learning, and various other modern data science techniques.
  • Integrate ArcGIS with popular deep learning libraries such as PyTorch and implement best practices for geospatial machine learning.
  • Perform feature engineering, model selection, and hyperparameter optimization to yield high predictive accuracy and deploy the model to production in a cloud, on-premises, or hybrid environment.
  • Keep up to date with the latest technology trends in machine and deep learning and incorporate them in project delivery.
  • Support in estimation and feasibility for various RFPs.
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Desired Skillset:

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  • 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, convolutional neural networks, transformer models applied to computer vision, 3D deep learning with Point Clouds, meshes, or Voxels.
  • 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.
  • Self-motivated, life-long learner.
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Non-Negotiable Skills:

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  • 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).
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Why Join Us:

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As a Geospatial Data Science Professional, you will be part of a dynamic team working on cutting-edge projects that drive business growth and innovation. You will have the opportunity to collaborate with experienced professionals, develop your skills, and contribute to the success of our organization.

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How to Apply:

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If you are a motivated and talented individual with a passion for geospatial data science, please submit your application, including your resume and cover letter, to apply for this exciting opportunity.

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