Senior Python developer (ML/DL/CV Engineer)

Key Responsibilities

  • Develop models for precision agriculture, including field recognition and attribute identification from satellite images using advanced machine learning algorithms.

     

Must-Have Qualifications

  • 5+ years of experience in a relevant field.
  • Proficiency in Python (C++ is a plus).
  • Expertise in modern ML/DL/CV techniques (Semantic Segmentation, Instance Segmentation, Object Detection, Time Series Analysis).
  • Experience with OpenCV, scikit-learn, scikit-image.
  • Proficiency in PyTorch.
  • Proficiency in classical machine learning and computer vision algorithms.
  • Ability and willingness to read and understand contemporary ML/DL research papers.
  • Strong mathematical foundation: statistics, probability theory, algorithms.
  • Strong problem-solving skills and the ability to propose solutions independently.
  • Ability to work effectively in a strong team environment.
  • Quick learner.
  • At least an intermediate level of English language proficiency.

 

Additional Advantages

  • Experience with GIS (GDAL).
  • Familiarity with classic backend technologies: FastAPI, Django, Celery.
  • Experience with PostgreSQL, PostGIS.
  • Proficiency in Linux/BASH/Docker.
  • Experience with Docker/Kubernetes.
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