Machine Learning/C++ Engineer (3D Graphics & Computational Geometry)
Indexed description
Straumann/ClearCorrect is seeking a Machine Learning Engineer with strong expertise in 3D graphics and computational geometry and with hands-on C++ experience, to join our innovative team. The role focuses on developing advanced algorithms and automation pipelines for dental applications, including teeth alignment, segmentation, and material reconstruction.
Vacancy open for Madrid or Berlin.
Key Responsibilities
- Design and implement ML models for automating and processing 3D data in orthodontic treatment.
- Integrate ML models into existing C++ code base
- Develop algorithms for teeth segmentation in 3D scans and imaging data.
- Work on material reconstruction of teeth for realistic visualization and simulation.
- Collaborate with domain experts (orthodontists, clinical specialists and biomechanical engineers) to refine requirements and validate solutions.
- Optimize computational geometry workflows for efficiency and accuracy.
- Integrate solutions into production-ready pipelines and software tools.
- Stay updated with the latest research in ML, 3D graphics, and medical imaging.
- Bachelor’s/Master’s/PhD in Computer Science, Applied Mathematics, Engineering, or related field.
- Strong background in machine learning, deep learning.
- Proven hands-on experience with code development in C++
- Proficiency in Python and ML frameworks (TensorFlow, PyTorch).
- Proven experience with 3D graphics, computational geometry (meshes, point clouds, surface reconstruction) or computer vision
- Experience with medical imaging data (CT, CBCT, intraoral scans) is a plus.
- Familiarity with GANs, diffusion models, or neural rendering for material reconstruction.
- Familiarity with biomedical applications.
- Strong problem-solving skills and ability to work in interdisciplinary teams.
- Excellent communication and documentation abilities.
- Opportunity to work on cutting-edge applications in digital dentistry and orthodontics.
- Collaborative environment with experts in ML, graphics, and healthcare.
- Competitive salary and benefits package.
- Career growth in a rapidly evolving field.
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