You will be working on next generation 3D representation and generative modeling projects in our Machine Learning and Computer Vision research and development team in Zurich, Switzerland, combining modern Machine Learning approaches with geometric knowledge from Computer Vision and Computer Graphics. As a member of the algorithm development team, your objective is to accelerate our development cycle through the design of innovative tools to develop, monitor and improve the quality of our models.
This position requires highly-motivated individuals who want to join us in the fast-moving field of large-scale models for 3D representations. You will be responsible for developing, implementing, evaluating, and improving machine learning algorithms that model 3D content in complex and diverse scenarios.
Minimum Qualifications
In-depth understanding of Machine Learning principles
In-depth understanding of 3D Geometry , 3D representations, and Computer Vision
Strong understanding of generative models and/or multi-modal foundation models
Experience in Python, deep learning and data analysis frameworks (PyTorch, pandas, and similar)
Experience in working on large scale projects with good software development principles
Scientific mindset and data-driven approach to problem solving
Excellent collaboration and teamwork skills
Willingness to pick up novel tasks and acquire new skills
Strong written and verbal communication in English
Preferred Qualifications
Publication record at top conferences such as CVPR, ECCV , ICCV , NeurIPS or SIGGRAPH is a plus
Experience in the industry is a plus