Data Scientist
Hace 7 días
España
VINCI Construction
Jornada completa
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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.
Sixense Satellite is looking for a Data Scientist to join our team and contribute to the development of our Atlas InSAR (Interferometric Synthetic Aperture Radar) processing chain. You'll work on both maintaining and extending core processing capabilities, and on building new features that push our satellite-based ground deformation monitoring products forward.
This is a hands-on role for someone who wants to work at the intersection of remote sensing, geophysics, and applied machine learning.
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
• iterate based on real-world performance
• 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)
• Comfortable working with large datasets and building production-grade data pipelines
• Excellent written and oral reporting skills in English are mandatory.
• French or Spanish would be a valued skill.
• Prior experience with InSAR, SAR imagery, or satellite remote sensing
• Experience with cloud computing platforms and distributed processing
• Familiarity with geodesy or ground deformation monitoring com with the subject line "Data Scientist – InSAR Processing Chain". Sixense, a subsidiary of VINCI Construction, is a leading player in the fields of infrastructure and construction project monitoring, engineering, and digitalization. Through its expertise in instrumentation, data analytics, consulting, and infrastructure lifecycle management, Sixense supports its clients at every stage of an asset's lifecycle, from design and construction to operation and maintenance. Present in 20 countries, Sixense relies on a network of local offices and international subsidiaries to help monitor infrastructure, enhance construction site safety, and optimize asset maintenance.
• 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
• iterate based on real-world performance
• 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)
• Comfortable working with large datasets and building production-grade data pipelines
• Excellent written and oral reporting skills in English are mandatory.
• French or Spanish would be a valued skill.
• Prior experience with InSAR, SAR imagery, or satellite remote sensing
• Experience with cloud computing platforms and distributed processing
• Familiarity with geodesy or ground deformation monitoring com with the subject line "Data Scientist – InSAR Processing Chain". Sixense, a subsidiary of VINCI Construction, is a leading player in the fields of infrastructure and construction project monitoring, engineering, and digitalization. Through its expertise in instrumentation, data analytics, consulting, and infrastructure lifecycle management, Sixense supports its clients at every stage of an asset's lifecycle, from design and construction to operation and maintenance. Present in 20 countries, Sixense relies on a network of local offices and international subsidiaries to help monitor infrastructure, enhance construction site safety, and optimize asset maintenance.