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Research Scientist in Machine Learning and Earth Sciences
hace 2 meses
We are seeking a highly skilled and motivated Postdoctoral Researcher to join our team at the Universidad de Valencia. The successful candidate will be part of a dynamic and interdisciplinary research group focused on developing machine learning and signal processing techniques for remote sensing image processing, Earth observation data analysis, and the Geosciences.
Key Responsibilities- Lead research projects along the intersection of machine learning and Earth and climate sciences.
- Collaborate with an international team of researchers to develop innovative solutions for real-world problems.
- Coadvise PhD students and contribute to the development of their research projects.
- Publish research findings in top-tier international peer-reviewed journals and conference venues.
- Coordinate and report activities of the project, attend project meetings, and contribute to the development of the research group.
- PhD in Mathematics, Physics, Computer Science, or a related field.
- Strong background in machine learning, deep learning, image processing, statistics, and Bayesian inference.
- Experience in scientific interpretation and analysis of data, as well as in modeling and model-data-fusion.
- Excellent quantitative skills, including data analysis and modeling.
- Strong programming skills in Python, Julia, or R.
- Proven record of scientific publications in international peer-reviewed journals.
- Critical and organized sense for data analysis, maturity, and commitment.
- Strong communication, presentation, and writing skills.
- Collaborative team player with a passion for interdisciplinary research.
The Image and Signal Processing (ISP) group at the Universidad de Valencia is a vibrant and international research group dedicated to the development of machine learning and signal processing techniques for remote sensing image processing, Earth observation data analysis, and the Geosciences. Our research focuses on topics such as regression, causality, information theory, Earth observation data analysis, physics-aware machine learning, generative modeling, explainable AI, and anomaly detection.
What We Offer- Opportunity to work on cutting-edge machine learning projects that tackle relevant societal, environmental, and climate problems.
- Access to high-performance computing facilities and clusters.
- Part-time job and teleworking are generally acceptable.
- Flexibility to work on side projects with companies and international organizations.
- Salary according to UV scales (38-45k gross depending on seniority) + health insurance + travel money.
- València has a convenient cost-of-living index = 55.
