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# Machine Learning/C++ Engineer (3D Graphics & Computational Geometry)

- **Company:** Institut Strumann AG
- **Location:** Berlin, Germany
- **Contract:** Permanent contract
- **Skills:** 3D Computer Graphics Software, Computer Vision, C++ (Programming Language), Python (Programming Language), Machine Learning, Software Tools, Tensorflow, Computational Geometry, Pytorch, Deep Learning, Information Technology, Software Coding
- **Published:** August 24, 2026
- **Apply:** https://www.xing.com/jobs/berlin-machine-learning-engineer-3d-graphics-computational-geometry-157305893

## About the Role

* 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.

Preferred Skills

 * 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.

## Description

* 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.


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