IOTA GROUP is hiring a Junior Data Scientist

Responsibilities

  • Build and manage robust data pipelines that handle large-scale geospatial and 3D data, ensuring scalability and reliability from ingestion through transformation.
  • Utilize cloud-based platforms to process and analyze extensive datasets efficiently.
  • Support ongoing enhancements to machine learning engineering workflows and practices.
  • Identify, diagnose, and resolve data issues promptly to maintain system integrity.

Responsibilities

  • Design, develop, and maintain scalable and reliable data pipelines for ingesting, processing, and transforming large volumes of complex data, particularly geospatial and 3D datasets.
  • Work with cloud-native solutions to analyse massive datasets efficiently
  • Contribute to the continuous improvement of our machine learning engineering practices.
  • Troubleshoot and resolve data-related issues in a timely manner.

Other

Duration: 3 to 12 months with possible recruitment.

Required Skills
PythonNumPyPandasOpenCVscikit-learnPytorchMachine LearningData Processing
About company
IOTA GROUP
Description de l'entreprise: Leading enterprise AI software company that empowers organizations to accelerate their digital transformation by harnessing the power of visual intelligence. Their cutting-edge platform enables customers across various industries (such as Energy, Grid Infrastructure, Environment, Manufacturing, and more) to efficiently manage, analyze, and operationalize vast amounts of visual data (images, videos, Lidar, etc.). By combining computer vision, geospatial analysis, and artificial intelligence, they help businesses build and deploy AI applications at scale, turning complex data into actionable insights and tangible business outcomes. They foster a collaborative, innovative, and fast-paced environment where technical excellence and continuous learning are highly valued. Description du poste: Our client is seeking a talented and passionate Junior Data Scientist to join our dynamic team. In this role, you will be instrumental in designing, building, and maintaining robust and scalable data pipelines specializing in complex geospatial and 3D data. Your contributions will directly impact our ability to deliver innovative solutions to our enterprise clients.Responsabilities🏗 Design, develop, and maintain scalable and reliable data pipelines for ingesting, processing, and transforming large volumes of complex data, particularly geospatial and 3D datasets.☁ Work with cloud-native solutions to analyse massive datasets efficiently🚀 Contribute to the continuous improvement of our machine learning engineering practices.📊 Troubleshoot and resolve data-related issues in a timely manner. Qualifications: 🎓 Education: Background in programming, mathematics, and algorithms (Master's degree level/M2 or equivalent).🐍 Python Proficiency: Mastery of Python, particularly scientific libraries (Numpy, Pandas, OpenCV, Scikit-Learn, etc.).🧊 Computer Vision & 3D: Strong theoretical and applied skills in computer vision and 3D geometry (3D reconstruction, constrained optimization, morphology, clustering, etc.).🗺 GIS & Remote Sensing: Knowledge of GIS/remote sensing tools for data georeferencing is highly appreciated (GDAL, QGIS, geopandas, rasterio).🧠 Deep Learning: Solid knowledge of Deep Learning and general Machine Learning, with experience in specific computer vision tasks (semantic segmentation, object detection, image classification) and PyTorch (or equivalent).🐧 System & Version Control: Familiarity with Unix/Linux environments and Git.🗣 Language: French and English written and oral proficiency Informations supplémentaires: Duration: 3 to 12 months with possible recruitment.
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Posted 4 months ago