Geospatial Data Science Specialist

6 days ago

Ahmedabad, Gujarat, India beBeeGeospatial Full time ₹ 30,00,000 - ₹ 40,00,000

Job Overview

  • This is a unique opportunity for an experienced data scientist with expertise in geospatial analytics to work on delivering machine learning models for GeoAI use cases.

The ideal candidate should have strong skills in deep learning, traditional machine learning and statistics. They should also be proficient in Python, PyTorch, Jupyter Notebooks, and able to build and optimize supervised and unsupervised machine learning models including deep learning and various other modern data science techniques.

  • They should have a thorough understanding of mathematical and machine learning concepts such as calculus, back propagation, ReLU, Bayes' theorem, Random Forests, time series analysis, etc.

Key Responsibilities:

  • Collaborate closely with customers to understand their needs and develop solutions that meet their requirements
  • Build high-quality analytics systems that solve business problems using techniques from data mining, statistics and machine learning
  • Write clean, collaborative and version-controlled code to process big data and streaming data from multiple sources
  • Perform feature engineering, model selection and hyperparameter optimization to yield high predictive accuracy and deploy the model in production
  • Implement best practices and patterns for geospatial machine learning and develop reusable technical components for rapid prototyping

Requirements:

  • 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
  • 5+ years of practical machine learning experience or applicable academic/lab work
  • Proven data science and AI skills with Python, PyTorch and Jupyter Notebooks

Benefits:

  • Opportunity to work independently and exhibit strong problem-solving skills
  • Capability to effectively communicate complex geospatial concepts to diverse audiences

Preferred Skills:

  • Experience with image analysis and image processing techniques in SAR, Multispectral and Hyperspectral imagery
  • Ability to perform data extraction, transformation, loading from multiple sources and sinks

What We're Looking For:

  • A self-motivated, life-long learner with a passion for geospatial data science and machine learning
  • Strong communication skills and ability to present ideas to non-technical audiences
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