Data Analysis Expert with Graph Theory and Computer Vision
hace 4 días
About Us
BASF Digital Hub Madrid is a leading digital solutions provider for the chemical industry, driving innovation and growth through cutting-edge technologies. Our team of experts develops advanced machine learning models and algorithms to solve complex problems in graph-based data analysis, computer vision, and 3D LIDAR point cloud data.
Job Description
We are seeking an experienced Data Analysis Expert with deep expertise in graph theory, computer vision, and object detection. The ideal candidate will have a strong background in developing advanced machine learning models and algorithms to solve complex problems in these domains. You will work closely with cross-functional teams to drive innovative solutions that leverage cutting-edge technologies.
Responsibilities:
- Develop and implement advanced machine learning models for computer vision tasks, including object detection, image segmentation, and classification.
- Apply graph-based data analysis techniques to model and analyze complex relationships within data, such as social networks, knowledge graphs, or spatial-temporal data.
- Process, analyze, and interpret 3D LIDAR point cloud data for various applications, including object recognition, scene reconstruction, and autonomous navigation.
- Design and optimize algorithms for real-time processing and analysis of high-dimensional data, including image and point cloud data.
- Collaborate with software development teams to integrate machine learning models into production systems, ensuring scalability and performance.
Qualifications:
- Ph.D. (preferred) or Master's degree in Computer Science, Data Science, Mathematics, or a related field with a focus on graph theory, computer vision, or 3D data analysis.
- Proven track record in relevant fields such as graph machine learning, computer vision, or 3D data processing.
- Advanced knowledge of deep learning architectures like CNNs, RNNs, GANs, and their applications in computer vision and 3D data.
- Minimum 5 years' related working experience.
- Strong programming skills in Python, with experience in C++ or other relevant languages being a plus.
Benefits:
- A secure work environment because your health, safety, and wellbeing is always our top priority.
- Flexible work schedule and home-office options, so that you can balance your working life and private life.
- Learning and development opportunities.
- 23 holiday days per year.
- 5 additional days (readjustment).
- 2 cultural days.
- A collaborative, trustful, and innovative work environment.
- Being part of an international team and work in global projects.
Estimated Salary: €80,000 - €110,000 per year, depending on experience.
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