Machine Learning Engineer

Bakı

Azercosmos
Vakansiyanın yerləşdirilmə müddəti bitib

Vakansiyanın detalları

Vakansiyanın təsviri

  • Design and implement state-of-the-art deep learning models for satellite image analysis, including object detection, semantic segmentation, change detection, and time-series analysis
  • Develop and maintain robust, scalable data processing pipelines for handling large scale geospatial data from diverse satellite sources.
  • Optimize ML models for production deployment, balancing accuracy with computational efficiency
  • Conduct research and transfer insights into practical solutions
  • Improving the performance of existing models and frameworks
  • Inspection, labeling, and cleaning of datasets
  • Writing clean, maintainable, and production-grade code
  • Analyzing impact and effectiveness of models in production systems
  • Create clear technical documentation and present findings to both technical and non-technical stakeholders
  • Collaborate with cross-functional teams, including software engineers, and subject-matter experts, to define problem statements and deliver effective technical solutions.

Xüsusi tələblər

  • Strong programming experience in Python
  • Solid coding experience in Deep Learning frameworks (e.g. TensorFlow, PyTorch).
  • Strong theoretical and practical background in the application of Deep Learning methodologies on Image Segmentation, Object Detection, Generative Modeling tasks
  • Strong mathematical aptitude to understand and apply advanced concepts in the scientific literature.
  • Bachelor's degree in Computer Science, Engineering, Mathematics, Physics, or related field

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