Lead Machine Learning Engineer - 3D Data (F/M/D)

📋 Description

• Design and optimize ML/DL models for 3D point clouds
• Own 3D data pipelines end-to-end (prep to eval)
• Integrate 3D ML into existing workflows with other teams
• Adapt 3D DL methods for production use (PointNet++, sparse conv, GNNs)
• Build scalable, reproducible training pipelines for large 3D datasets
• Improve performance using geometric and perceptual metrics

🎯 Requirements

• MS or PhD in CV/ML/CS or related field, or equivalent experience
• 5-7+ years hands-on ML for point cloud processing, strong theory
• Familiar with PointNet++, sparse conv, GNNs, or 3D transformers/diffusion
• Strong Python; PyTorch, TensorFlow, Scikit-learn
• Solid foundation in geometry, linear algebra, and optimization
• Fluent English communication skills

🎁 Benefits

• 30 days paid time off annually
• Wellpass fitness subsidy
• Deutschlandticket public transport subsidy
• Hybrid work setup
• Visa and relocation support for international candidates
• Up to 4000 EUR employee referral bonus