About this role
AI / ML Engineer Presurgeo • Amsterdam, NL • 4d geleden About Presurgeo Presurgeo is an early-stage MedTech startup on a mission to transform orthopedic care. Our flagship product, SkeletonPlanner, automates 3D bone geometry analysis and surgical planning, turning hours of manual work into minutes. We're looking for a hands-on AI/ML Engineer who wants to build technology that surgeons actually use. You'll be at the core of our next-generation products, working on models that intersect computer vision, 3D geometry, and clinical integrity. You'll work closely with the Head of Engineering, Chief Product Officer and Clinical Lead to develop and deploy clinically reliable new models in our cloud-based products. The AI / ML Engineer will report to the Head of Engineering. Key Responsibilities - Develop and maintain algorithms for orthopedic bone analysis on CT and x-ray - Research literature, implement and modify deep learning and computer vision algorithms based on product requirements - Collaborate with backend/cloud engineers to bring ML models into production on Microsoft Azure - Unit test development - Design, implement, and test complex data pipelines to support training and clinical validation of algorithms - Create technical documentation about the algorithms and design intuitions - Analyze and collect insights from the complex medical data Qualifications - Strong experience with PyTorch and deep learning model training/evaluation - Understanding of image processing fundamentals: registration, segmentation, data augmentation - Famili arity with generative deep learning, specifically GAN architectures (Pix2Pix, CycleGAN), encoder-decoder networks, diffusion models - Experience working with medical imaging file formats (NIfTI, DICOM) - Background in medical image analysis (CT, X-ray) or 3D computer vision - Ability to read and implement techniques from research papers - Proficiency in Python and scientific computing libraries ...