07 nov
|
Vinci
|
Barcelona
Experteer Overview
Join Sixense Satellite to shape Atlas InSAR processing, maintaining and extending core capabilities while adding new features. You will operate at the crossroads of remote sensing, geophysics, and applied machine learning to deliver robust ground deformation monitoring products. You design and deploy ML models, including CNNs, for phase unwrapping, atmospheric correction, and anomaly detection, while handling large SAR datasets. Collaborating with geophysicists, radar engineers, and software developers, you translate research into production-ready tools with real-world impact.
Compensaciones / Incentivos
• Design, develop, and optimize InSAR processing tools and chain
• Implement new functionalities to expand processing capabilities and product offerings
• Design and deploy CNN-based models for phase unwrapping, atmospheric correction, and deformation detection
• Process large volumes of SAR and interferometric data via robust, scalable pipelines
• Collaborate with geophysicists, radar engineers, and software developers to productionize research
• Validate model outputs against domain knowledge and real-world performance
• Contribute to technical documentation and knowledge sharing
Responsabilidades
• Degree (MSc/PhD) in Data Science, Computer Science, Geophysics, Remote Sensing, Applied Mathematics, or related field
• Hands-on machine learning experience with CNNs and deep learning frameworks (PyTorch, TensorFlow)
• Strong Python and scientific computing skills (NumPy, SciPy, xarray)
• Experience with geospatial or remote sensing data; SAR/InSAR is a plus
• Familiarity with signal/image processing techniques
• Experience building production-grade data pipelines and handling large datasets
• Strong analytical mindset and independent problem-solving ability
• Excellent written and oral English communication skills
• Nice to have: knowledge of French or Spanish; cloud computing and distributed processing; geodesy or ground deformation monitoring familiarity
Requisitos principales
•
📌 Data Scientist F/M (Barcelona)
🏢 Vinci
📍 Barcelona