16 oct
|
VINCI Group
|
Cataluña
16 oct
VINCI Group
Cataluña
About the Role : Sixense Satellite, a subsidiary of VINCI Construction, is a leading player in satellite-based ground monitoring. We develop advanced technologies combining remote sensing, InSAR, and data science to deliver high-impact decision-support solutions for infrastructure management, natural hazard monitoring, and land-use planning. As part of the VINCI Construction group, we help our clients better understand and anticipate ground deformation phenomena through Earth observation data and cutting-edge technologies. What You'll Do : * Contribute to the design, development, and optimization of our InSAR tools and chain * Implement new functionalities and features to expand processing capabilities and product offerings * Design and deploy machine learning models, including convolutional neural networks (CNNs), for tasks such as phase unwrapping, atmospheric correction, anomaly/deformation detection, and signal classification * Work with large volumes of SAR and interferometric data, building robust and scalable pipelines * Collaborate closely with geophysicists, radar engineers,
and software developers to translate research into production-ready tools * Validate model outputs against ground truth and domain expertise; iterate based on real-world performance * Contribute to technical documentation and internal knowledge sharing What We're Looking For : * Degree (MSc/PhD) in Data Science, Computer Science, Geophysics, Remote Sensing, Applied Mathematics, or a related field * Experience in machine learning, with hands-on expertise in convolutional neural networks (CNNs) and deep learning frameworks (PyTorch, TensorFlow) * Strong Python programming skills; experience with scientific computing libraries (NumPy, SciPy, xarray, etc.) * Experience working with geospatial or remote sensing data (SAR/InSAR experience is a strong plus, but not mandatory) * Familiarity with signal/image processing techniques * Comfortable working with large datasets and building production
📌 Data Scientist F/M (Cataluña)
🏢 VINCI Group
📍 Cataluña