Satellite Data Analyst

1 day ago

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

**Job Title:** Data Science Developer

We are seeking a highly skilled and experienced Data Science Developer to join our team. This is an exciting opportunity to work on cutting-edge projects, collaborating with talented professionals in the field of data science.

This role will involve designing, building, and deploying services on Amazon Web Services (AWS), using expertise in Python-based backend development or React-based frontend development. The ideal candidate will have experience working with complex geospatial heatmap data, using libraries like Mapbox GL JS and GeoPandas. A thorough understanding of REST principles and proven experience in designing and building APIs from scratch is also essential.

The successful candidate will be responsible for building an automated pipeline to ingest and process raw satellite data from sources like AWS, storing the results in a data lake built on Amazon S3. Additionally, they will develop a framework in Python to automate the machine learning lifecycle, including the training, validation, versioning, and storage of models for satellite image classification and thermal risk prediction.

An excellent communicator, the chosen candidate will articulate technical decisions and collaborate effectively with the team. They will also be able to independently solve complex, open-ended technical challenges.

**Key Responsibilities:

  • Design and build an automated pipeline to ingest and process raw satellite data from sources like AWS.
  • Develop a framework in Python to automate the machine learning lifecycle, including the training, validation, versioning, and storage of models for satellite image classification and thermal risk prediction.
  • Implement the core features of the interactive dashboard using React and Mapbox GL JS, focusing on the intuitive visualisation of complex geospatial heatmap data.
  • Design and construct the entire cloud infrastructure using Infrastructure as Code (IaC) principles with the AWS CDK, ensuring the platform is secure, cost-effective, and scalable.

**Requirements:

  • A minimum of 3 years of professional software development experience.
  • Deep expertise in either Python-based backend development or React-based frontend development.
  • Essential, in-depth experience designing, building, and deploying services on Amazon Web Services (AWS), with a strong command of Lambda, S3, API Gateway, and IAM.
  • A thorough understanding of REST principles and proven experience in designing and building APIs from scratch.
  • Proficiency in containerising applications using Docker.

**Preferred Qualifications:

  • Experience building complex, interactive mapping and data visualisation services with Mapbox GL JS or similar libraries.
  • Experience with GIS data processing using libraries like GeoPandas and Rasterio, or familiarity with Google Earth Engine.
  • Experience with ML model serving (MLOps) using frameworks like XGBoost and Scikit-learn.
  • Proven experience with Infrastructure as Code (IaC) tools such as AWS CDK or Terraform.
  • Previous experience in an early-stage start-up, demonstrating the ability to build a product from version 0 to 1.

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