Company Description

The Image and Signal Processing (ISP) group focuses on developing advanced artificial intelligence (AI) methods to analyze and understand complex systems like the visual brain, Earth and climate systems, and human interactions. By integrating statistical learning theories with knowledge of physics, biological vision, and specific system processes, the group addresses interdisciplinary challenges. These challenges often involve mathematical approaches such as model inversion, uncertainty estimation, and causal inference.

Role Description

This is a full-time, on-site role for a Non-Doctor Researcher located in Paterna. The selected candidate will work in developing and applying AI-driven solutions to analyze the Earth system. Tasks include data analysis, conducting research, testing algorithms, preparing reports, and collaborating with interdisciplinary teams to solve real-world problems related to visual processing, environmental systems, and human interactions.

Qualifications

• Strong foundation in Statistical Learning, Machine Learning, and AI development
• Proficiency in Data Analysis, Programming, and Algorithm Development
• Experience with Model Inversion, Uncertainty Estimation, and Causal Inference
• Foundation Models, Deep Learning, Geometric DL
• Optimal transport
• Excellent research, analytical thinking, and problem-solving skills
• Experience in interdisciplinary collaboration and knowledge of physics or climate systems is a plus
• Master’s degree in Computer Science, Mathematics, Physics, or a related field is required
• Working knowledge of programming languages such as Python, R, Julia
• Excellent communication skills to articulate research findings and collaborate effectively