Machine Learning Engineer

Listed as a remote role based in Munich, Bavaria, Germany. €80,000 - €120,000 + Equity Munich, Germany (On-site) We are representing a stealth-mode, venture-backed deep tech start-up based in Munich that is reimagining how physical components and hardware are designed. They are looking for a Machine Learning Engineer with a specialized focus on 3D geometry and generative modeling to build core systems that bridge the gap between AI and physical manufacturing. What You'll Do Research, build, and optimize advanced machine learning models for 3D shape understanding, manipulation, and generation. Architect robust data pipelines capable of processing complex geometric formats into ML-ready representations. Implement efficient training workflows for geometric deep learning and large-scale spatial models. Own the end-to-end deployment of models into production, optimizing for speed and scale. Collaborate closely with cross-functional teams to integrate generative capabilities into the core platform. What You Need 2+ years of ML experience in production Strong proficiency in Python alongside core ML frameworks like PyTorch or TensorFlow . Hands-on experience working with 3D spatial data Background in computational geometry, CAD/CAM software libraries, or specialized MLOps infrastructure. Why Apply? Meaningful equity ownership. Shape the technical direction and core IP as an early foundational team member. Solve hard, highly technical problems at the intersection of AI, computer vision, and physical engineering. Show more Show less Seniority level Mid-Senior level Employment type Full-time Job function Information Technology Industries Artificial Intelligence, Software Development, and IT System Design Services