Senior 3D Machine Learning Scientist (m/w/d), BerlinClient:Align TechnologyLocation:Berlin, GermanyJob Category:OtherEU work permit required:YesJob Reference:fd73a1d4ab84Job Views:3Posted:26.06.2025Expiry Date:10.08.2025Job Description:About this opportunityTo strengthen our exocad ML/AI team in Darmstadt, we are looking for a Senior 3D Machine Learning Scientist (m/w/d). The start date is 01.09.2024 or later. You will contribute to advancing our dental software solutions by improving existing 3D machine learning models, making decisions on data collection and labeling, and designing novel algorithms to address real-world dental industry problems.Your responsibilities include:Developing and enhancing machine learning models for 3D tooth shape generation, including building data pipelines and implementing 3D geometric models.Working on numerical optimization algorithms to support ML models.Collaborating with dentists and dental technicians to incorporate domain knowledge.Optimizing ML pipelines for speed and memory efficiency.Validating the performance and robustness of ML pipelines.Requirements:Bachelor's degree in informatics or similar.Strong background in Computer Graphics, Computer Vision, or Machine Learning.5+ years of experience with Python and libraries such as PyTorch, trimesh, pymeshlab, open3d, libigl, numpy, opencv, scikit, scipy.Knowledge of CI/CD, DevOps, MLOps, and unit testing.Experience with 3D geometric ML architectures and neural networks like AE, VAE, MLP, CNN, transformer, GAN, diffusion models.Knowledge of generative AI.Nice to have:Dental industry knowledge.C++ experience.Experience with TensorFlow, parallel computing, optimization algorithms, cloud deployment (AWS, Docker).We offer:Dynamic and growth-oriented environment.Positive and responsible work atmosphere.Modern offices with latest technologies.Flexible hours and hybrid work options.Training, team events, sports, and work-life balance initiatives.Free drinks, snacks, and good transport links.Note: If you are not a passport holder of the country for the vacancy, you might need a work permit. Please check our blog for more info. Do not provide bank or payment details when applying. All applications should be made via the 'Apply now' button. #J-18808-Ljbffr