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

Institut Strumann AG
Berlin, Germany
1 day ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source

Tech stack

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

Job 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.

Requirements

  • 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.

Benefits & conditions

  • 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.

About the company

At Straumann Group we’re on an exciting journey of growth, innovation, and impact - driven by our mission to improve oral health and transform millions of lives worldwide. United by purpose, we bring our best selves to work every day, embracing a high-performance, player-learner culture that inspires collaboration, curiosity, and ambition. Here, you’ll have the opportunity to take charge of your own career, harnessing your skills, passion, and enthusiasm for learning to continually grow and progress. Together, we’re not just shaping brighter smiles, we’re unlocking the potential of people everywhere, including our own.

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.

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