To strengthen our exocad ML/AI team in Darmstadt we are looking for you as3D Machine Learning Scientist (m/w/d)Start date: 01.10.2024 or laterWe are seeking a talented and driven individual to join our team as a 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your primary responsibility will be to improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling. Additionally, you will play a vital role in designing novel machine learning algorithms to tackle real-world problems in the dental industry.In this role, you will … Help improve existing 3D machine learning models. This entails: | Adapting and training models | -Making decisions about data collection and labellingDesign novel machine learning algorithms to solve real-world problemsBuild data pre- and post-processing pipelines for the machine learning modelsOptimize test-time ML pipelines for speed and memory usageBuild processes to validate performance and robustness of the test-time ML pipelinesIn this role, you’ll need … A background in Computer Graphics / Computer Vision / Machine Learning (min. Bachelor)4+ years of relevant work experianceExtensive experience in Python and the following libraries: | - PyTorch | - Graphics processing libraries such as trimesh, pymeslab, open3d, libiglStandard data processing libraries such as numpy, opencv, scikit, scipyThe ability to work on cutting-edge research projects, while having a product mindsetKnowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformerExperience in bringing ML models to production (MLOps)Some knowledge about 3D / geometric machine learning architecturesSome knowledge about generative AINice to have … Some experience with C++Some experience with other ML frameworks, such as TensorFlowSome experience with parallel computing / code optimizationSome experience developing mathematical optimization algorithmsSome experience in cloud computing / deployment including AWS, DockerWhat we offer you …Exciting and varied activities in a dynamic and growth-oriented software companyPositive working atmosphere that promotes both individual freedom and responsibilityStrong team spirit and very good working atmosphereModern offices and workstations, working with the latest technologiesFlexible working hoursHybrid work, Monday and Friday home office is possibleTraining opportunitiesCompany eventsSports opportunities and work-life balanceFree drinks, fruit and snacks / Canteen with own cookGood transport connectionsJobTicket/JobBikeOur Missionexocad's mission is to make high-quality dental restorations accessible to everyone. At exocad you will work on a product that gives people more quality of life every day. exocad offers you a very interesting working environment in one of the market-leading software companies in the dental industry.Want to join?If this position excites you and fits your qualifications and professional goals, we look forward to receiving your application.