Experteer Overview
In this role you will advance the Atlas InSAR processing chain, maintaining and extending core capabilities while building new features for satellite-based ground deformation monitoring. You collaborate with geophysicists, radar engineers, and software developers to translate research into production-ready tools. You will apply ML to phase unwrapping, atmospheric correction, and anomaly detection on large SAR datasets, driving scalable pipelines and robust decision-support solutions. This is an hands-on, impact-focused position at the intersection of remote sensing, geophysics, and applied ML.

Compensaciones / Ventajas
• Design, develop, and optimize InSAR tools and processing chain
• Implement new features to expand processing capabilities and product offerings
• Design and deploy machine learning models (e.g., CNNs) for phase unwrapping, atmospheric correction, anomaly/deformation detection, and signal classification
• Work with large volumes of SAR and interferometric data to build robust, scalable pipelines
• Collaborate 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 performance
• Contribute to technical documentation and internal knowledge sharing

Responsabilidades
• Degree (MSc/PhD) in Data Science, Computer Science, Geophysics, Remote Sensing, Applied Mathematics, or related field
• Experience in machine learning with hands-on CNNs and deep learning frameworks (PyTorch, TensorFlow)
• Strong Python skills; experience with NumPy, SciPy, xarray
• Experience with geospatial or remote sensing data (SAR/InSAR a strong plus)
• Familiarity with signal/image processing techniques
• Experience building production-grade data pipelines and handling large datasets
• Strong analytical mindset; ability to work independently on open-ended problems
• Excellent written and oral English communication

Requisitos principales
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📌 VIE - Data Scientist F/M (Barcelona)
🏢 Vinci
📍 Barcelona